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No exact match for this specialty yet — here are related experts from our network.

Aditya P.
Available Now
Verified in SoftDoesAditya P.
DevOps Engineer/ Site Reliability Engineer
US 🇺🇸English (B2)Senior
GoPythonUNIX Shell ScriptingPHP

Principal DevOps / Site Reliability Engineer with 14+ years of software engineering experience (including freelance development) and 9+ years of professional DevOps/SRE experience. Expert in designing and automating scalable cloud infrastructure across AWS, GCP, Azure, a company Cloud, with deep expertise in Kubernetes, Docker, OpenShift, Terraform, Ansible, GitOps (ArgoCD/FluxCD), CI/CD, Go, and Python. Experienced in building multi-cloud, high-availability platforms, infrastructure automation, cloud migrations, and developer platforms. Currently working as Principal Engineer at FOX, previously held senior engineering roles at Hippo Insurance, a company, and Morgan Stanley.

Aditya P.
Available Now
Aditya P.Verified in SoftDoes
DevOps Engineer/ Site Reliability Engineer
US 🇺🇸English (B2)Senior
GoPythonUNIX Shell ScriptingPHP

Principal DevOps / Site Reliability Engineer with 14+ years of software engineering experience (including freelance development) and 9+ years of professional DevOps/SRE experience. Expert in designing and automating scalable cloud infrastructure across AWS, GCP, Azure, a company Cloud, with deep expertise in Kubernetes, Docker, OpenShift, Terraform, Ansible, GitOps (ArgoCD/FluxCD), CI/CD, Go, and Python. Experienced in building multi-cloud, high-availability platforms, infrastructure automation, cloud migrations, and developer platforms. Currently working as Principal Engineer at FOX, previously held senior engineering roles at Hippo Insurance, a company, and Morgan Stanley.

Aditya P.
Available Now
Aditya P.Verified in SoftDoes
DevOps Engineer/ Site Reliability Engineer
US 🇺🇸English (B2)Senior
GoPythonUNIX Shell ScriptingPHP

Principal DevOps / Site Reliability Engineer with 14+ years of software engineering experience (including freelance development) and 9+ years of professional DevOps/SRE experience. Expert in designing and automating scalable cloud infrastructure across AWS, GCP, Azure, a company Cloud, with deep expertise in Kubernetes, Docker, OpenShift, Terraform, Ansible, GitOps (ArgoCD/FluxCD), CI/CD, Go, and Python. Experienced in building multi-cloud, high-availability platforms, infrastructure automation, cloud migrations, and developer platforms. Currently working as Principal Engineer at FOX, previously held senior engineering roles at Hippo Insurance, a company, and Morgan Stanley.

Andrea M.
Available Now
Verified in SoftDoesAndrea M.
AI Solutions Architect/Engineer
IT 🇮🇹English (C1)Senior
PythonLangChainLangGraphGoogle Cloud

I am a solutions architect and engineer with 5+ years of experience in designing and implementing cloud-based AI solutions. Solid skills across applied AI, software engineering, cloud architecture and DevOps practices, built on years of field experience, allow me to drive AI initiatives from concept to production, leveraging AI tools to boost delivery speed without compromising on deliverable quality.

Andrea M.
Available Now
Andrea M.Verified in SoftDoes
AI Solutions Architect/Engineer
IT 🇮🇹English (C1)Senior
PythonLangChainLangGraphGoogle Cloud

I am a solutions architect and engineer with 5+ years of experience in designing and implementing cloud-based AI solutions. Solid skills across applied AI, software engineering, cloud architecture and DevOps practices, built on years of field experience, allow me to drive AI initiatives from concept to production, leveraging AI tools to boost delivery speed without compromising on deliverable quality.

Andrea M.
Available Now
Andrea M.Verified in SoftDoes
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IT 🇮🇹English (C1)Senior
PythonLangChainLangGraphGoogle Cloud

I am a solutions architect and engineer with 5+ years of experience in designing and implementing cloud-based AI solutions. Solid skills across applied AI, software engineering, cloud architecture and DevOps practices, built on years of field experience, allow me to drive AI initiatives from concept to production, leveraging AI tools to boost delivery speed without compromising on deliverable quality.

Andrii V.
Available Now
Verified in SoftDoesAndrii V.
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CA 🇨🇦English (C1)Senior
PythonDjangoFastAPIFlask

Senior Python Developer with 11+ years of experience designing scalable backend systems and microservice architectures across data analytics, logistics, and fintech platforms. Proven track record leading engineering teams and delivering cloud-native solutions on AWS and Kubernetes. Recently led development of AI-powered and real-time observability platforms using modern Python frameworks and large-scale data technologies. Strong background in system architecture, distributed systems, and mentoring teams in Agile environments.

Andrii V.
Available Now
Andrii V.Verified in SoftDoes
Senior Python Engineer
CA 🇨🇦English (C1)Senior
PythonDjangoFastAPIFlask

Senior Python Developer with 11+ years of experience designing scalable backend systems and microservice architectures across data analytics, logistics, and fintech platforms. Proven track record leading engineering teams and delivering cloud-native solutions on AWS and Kubernetes. Recently led development of AI-powered and real-time observability platforms using modern Python frameworks and large-scale data technologies. Strong background in system architecture, distributed systems, and mentoring teams in Agile environments.

Andrii V.
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Andrii V.Verified in SoftDoes
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PythonDjangoFastAPIFlask

Senior Python Developer with 11+ years of experience designing scalable backend systems and microservice architectures across data analytics, logistics, and fintech platforms. Proven track record leading engineering teams and delivering cloud-native solutions on AWS and Kubernetes. Recently led development of AI-powered and real-time observability platforms using modern Python frameworks and large-scale data technologies. Strong background in system architecture, distributed systems, and mentoring teams in Agile environments.

Boris S.
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Senior AI/ML Engineer with 10+ years of experience designing and deploying large-scale machine learning and generative AI systems in production environments. Specialized in LLM architectures, agentic AI systems, distributed ML infrastructure, and end-to-end MLOps platforms. Proven track record of delivering high-impact AI products including diagnostic AI systems improving accuracy by 38% and enterprise ML platforms accelerating data pipelines by 40%. Experienced in leading cross-functional teams, architecting scalable AI platforms, and driving AI innovation across healthcare, enterprise analytics, and automation domains.

Boris S.
Available Now
Boris S.Verified in SoftDoes
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Senior AI/ML Engineer with 10+ years of experience designing and deploying large-scale machine learning and generative AI systems in production environments. Specialized in LLM architectures, agentic AI systems, distributed ML infrastructure, and end-to-end MLOps platforms. Proven track record of delivering high-impact AI products including diagnostic AI systems improving accuracy by 38% and enterprise ML platforms accelerating data pipelines by 40%. Experienced in leading cross-functional teams, architecting scalable AI platforms, and driving AI innovation across healthcare, enterprise analytics, and automation domains.

Boris S.
Available Now
Boris S.Verified in SoftDoes
Senior AI/ML Engineer
BG 🇧🇬English (B2)Senior
PythonSQLBashFastAPI

Senior AI/ML Engineer with 10+ years of experience designing and deploying large-scale machine learning and generative AI systems in production environments. Specialized in LLM architectures, agentic AI systems, distributed ML infrastructure, and end-to-end MLOps platforms. Proven track record of delivering high-impact AI products including diagnostic AI systems improving accuracy by 38% and enterprise ML platforms accelerating data pipelines by 40%. Experienced in leading cross-functional teams, architecting scalable AI platforms, and driving AI innovation across healthcare, enterprise analytics, and automation domains.

Eugene M.
Available Now
Verified in SoftDoesEugene M.
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ES 🇪🇸English (C2)Senior
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10+ years in IT, 7+ years focused on DevOps/SysOps/SRE. Currently - Tech Lead at a U.S. company.

Eugene M.
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Eugene M.Verified in SoftDoes
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ES 🇪🇸English (C2)Senior
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10+ years in IT, 7+ years focused on DevOps/SysOps/SRE. Currently - Tech Lead at a U.S. company.

Eugene M.
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Eugene M.Verified in SoftDoes
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10+ years in IT, 7+ years focused on DevOps/SysOps/SRE. Currently - Tech Lead at a U.S. company.

Hripsime S.
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FR 🇫🇷English (C1)Senior
Deep LearningMachine LearningInterpretabilityConvolutional Neural Networks

AI engineer with 6+ years of professional experience, available to start a new challenging role in stimulating and innovative company.

Hripsime S.
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AI engineer with 6+ years of professional experience, available to start a new challenging role in stimulating and innovative company.

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AI engineer with 6+ years of professional experience, available to start a new challenging role in stimulating and innovative company.

Mario J.
Available Now
Verified in SoftDoesMario J.
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GT 🇬🇹English (C1)Senior
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Over the past 8 years, I have gained ample experience in ETL/ELT, Snowflake, Airflow, and Data Warehouse. I have been responsible for Data Lake Support and creating new ETL/ELT processes within AWS using either Snowflake, Glue, Airflow, dbt, Xplenty, Docker, or Custom Python Scripts with APIs. I have also worked as an Application Architect, which includes over 50 different services across AWS. I needed to create pipelines, organizations, and permissions within AWS Infrastructure to meet business requirements while optimizing costs. My previous work includes over four years as a Data Analyst, creating and supporting BI Tools like Sisense, Quicksight, and Power BI/Tableau. I managed and created dashboards, widgets, and Data Architecture with Sisense and Redshift. I was also the Support Engineer for Sisense Installation and Maintenance. I would describe myself as reliable and able to undertake complex situations with unique solutions. I have over 7 years of experience in the Data sector, over 17+ years of SQL experience, and 20+ years as a Developer. I’m also a mid-QA Automation Engineer, which gives me a better idea of the attention to detail a developer needs to attain to complete development within the time limit and without affecting PROD releases. My other skills include being a Sysadmin in both Windows and Linux environments, a company Web Services AWS, a company 365 Portal, JumpCloud, 1Password, and Slack. I also have DBA knowledge, including creating servers and Data Warehouses. I'm an expert in MS Office and can automate with macros. I’m also a Cybersecurity advocate since I’m always looking for ways to protect data and user permissions. I have been in Agile Development with Jira in Kanban and Scrum for the past 4 years. And I have also created bots to automatize process alerts and configurations with Slack APIs and AWS to help my teammates get prompt feedback from the ETL pipelines.

Mario J.
Available Now
Mario J.Verified in SoftDoes
Senior Data Engineer
GT 🇬🇹English (C1)Senior
PythonSQLPandasPySpark

Over the past 8 years, I have gained ample experience in ETL/ELT, Snowflake, Airflow, and Data Warehouse. I have been responsible for Data Lake Support and creating new ETL/ELT processes within AWS using either Snowflake, Glue, Airflow, dbt, Xplenty, Docker, or Custom Python Scripts with APIs. I have also worked as an Application Architect, which includes over 50 different services across AWS. I needed to create pipelines, organizations, and permissions within AWS Infrastructure to meet business requirements while optimizing costs. My previous work includes over four years as a Data Analyst, creating and supporting BI Tools like Sisense, Quicksight, and Power BI/Tableau. I managed and created dashboards, widgets, and Data Architecture with Sisense and Redshift. I was also the Support Engineer for Sisense Installation and Maintenance. I would describe myself as reliable and able to undertake complex situations with unique solutions. I have over 7 years of experience in the Data sector, over 17+ years of SQL experience, and 20+ years as a Developer. I’m also a mid-QA Automation Engineer, which gives me a better idea of the attention to detail a developer needs to attain to complete development within the time limit and without affecting PROD releases. My other skills include being a Sysadmin in both Windows and Linux environments, a company Web Services AWS, a company 365 Portal, JumpCloud, 1Password, and Slack. I also have DBA knowledge, including creating servers and Data Warehouses. I'm an expert in MS Office and can automate with macros. I’m also a Cybersecurity advocate since I’m always looking for ways to protect data and user permissions. I have been in Agile Development with Jira in Kanban and Scrum for the past 4 years. And I have also created bots to automatize process alerts and configurations with Slack APIs and AWS to help my teammates get prompt feedback from the ETL pipelines.

Mario J.
Available Now
Mario J.Verified in SoftDoes
Senior Data Engineer
GT 🇬🇹English (C1)Senior
PythonSQLPandasPySpark

Over the past 8 years, I have gained ample experience in ETL/ELT, Snowflake, Airflow, and Data Warehouse. I have been responsible for Data Lake Support and creating new ETL/ELT processes within AWS using either Snowflake, Glue, Airflow, dbt, Xplenty, Docker, or Custom Python Scripts with APIs. I have also worked as an Application Architect, which includes over 50 different services across AWS. I needed to create pipelines, organizations, and permissions within AWS Infrastructure to meet business requirements while optimizing costs. My previous work includes over four years as a Data Analyst, creating and supporting BI Tools like Sisense, Quicksight, and Power BI/Tableau. I managed and created dashboards, widgets, and Data Architecture with Sisense and Redshift. I was also the Support Engineer for Sisense Installation and Maintenance. I would describe myself as reliable and able to undertake complex situations with unique solutions. I have over 7 years of experience in the Data sector, over 17+ years of SQL experience, and 20+ years as a Developer. I’m also a mid-QA Automation Engineer, which gives me a better idea of the attention to detail a developer needs to attain to complete development within the time limit and without affecting PROD releases. My other skills include being a Sysadmin in both Windows and Linux environments, a company Web Services AWS, a company 365 Portal, JumpCloud, 1Password, and Slack. I also have DBA knowledge, including creating servers and Data Warehouses. I'm an expert in MS Office and can automate with macros. I’m also a Cybersecurity advocate since I’m always looking for ways to protect data and user permissions. I have been in Agile Development with Jira in Kanban and Scrum for the past 4 years. And I have also created bots to automatize process alerts and configurations with Slack APIs and AWS to help my teammates get prompt feedback from the ETL pipelines.

Raphael O.
Available Now
Verified in SoftDoesRaphael O.
Snr. Staff Software Engineer
US 🇺🇸English (Native)Senior
LeadershipAgileBig dataAPI design

I am a technical leader and problem solver who designs and delivers scalable, distributed software and AI systems that create measurable business value. I have led cross-functional teams and platform initiatives, translating complex requirements into reliable, production-ready solutions built on open standards. My experience spans architecting, mentoring, and driving execution across diverse technology stacks, with a strong focus on operational excellence, product impact, and long-term system sustainability.

Raphael O.
Available Now
Raphael O.Verified in SoftDoes
Snr. Staff Software Engineer
US 🇺🇸English (Native)Senior
LeadershipAgileBig dataAPI design

I am a technical leader and problem solver who designs and delivers scalable, distributed software and AI systems that create measurable business value. I have led cross-functional teams and platform initiatives, translating complex requirements into reliable, production-ready solutions built on open standards. My experience spans architecting, mentoring, and driving execution across diverse technology stacks, with a strong focus on operational excellence, product impact, and long-term system sustainability.

Raphael O.
Available Now
Raphael O.Verified in SoftDoes
Snr. Staff Software Engineer
US 🇺🇸English (Native)Senior
LeadershipAgileBig dataAPI design

I am a technical leader and problem solver who designs and delivers scalable, distributed software and AI systems that create measurable business value. I have led cross-functional teams and platform initiatives, translating complex requirements into reliable, production-ready solutions built on open standards. My experience spans architecting, mentoring, and driving execution across diverse technology stacks, with a strong focus on operational excellence, product impact, and long-term system sustainability.

Santiago G.
Available Now
Verified in SoftDoesSantiago G.
DevOps Engineer
US 🇺🇸English (C1)Senior
LinuxBashDockerAnsible

Energetic, adaptable, mission-focused and multilingual MBA professional with more than 20 years of experience in IT, Business Intelligence, Marketing and Finance in 4 multinationals. Proven track record of finding creative solutions to solving challenges. Effective presenter who collaborates well in teams and across divisions. Passion for learning and acquiring new skills every day.

Santiago G.
Available Now
Santiago G.Verified in SoftDoes
DevOps Engineer
US 🇺🇸English (C1)Senior
LinuxBashDockerAnsible

Energetic, adaptable, mission-focused and multilingual MBA professional with more than 20 years of experience in IT, Business Intelligence, Marketing and Finance in 4 multinationals. Proven track record of finding creative solutions to solving challenges. Effective presenter who collaborates well in teams and across divisions. Passion for learning and acquiring new skills every day.

Santiago G.
Available Now
Santiago G.Verified in SoftDoes
DevOps Engineer
US 🇺🇸English (C1)Senior
LinuxBashDockerAnsible

Energetic, adaptable, mission-focused and multilingual MBA professional with more than 20 years of experience in IT, Business Intelligence, Marketing and Finance in 4 multinationals. Proven track record of finding creative solutions to solving challenges. Effective presenter who collaborates well in teams and across divisions. Passion for learning and acquiring new skills every day.

Thierry M.
Available Now
Verified in SoftDoesThierry M.
Senior Infrastructure / Production Engineer
US 🇺🇸English (C1)Senior
AWSGoogle CloudAzureKubernetes

15+ years of experience designing and operating large-scale distributed systems and latency-sensitive production platforms. Expertise in multi-region Kubernetes infrastructure, hybrid cloud environments, and production reliability engineering, with a strong focus on scalability, fault tolerance, observability, and operational automation. Deep experience building and operating hybrid bare-metal and cloud platforms (AWS, GCP), including Kubernetes infrastructure, traffic routing, CI/CD systems, and production observability stacks supporting globally distributed workloads. Strong background in incident response, Linux systems, networking, distributed systems troubleshooting, and infrastructure automation using Terraform and Python. Focused on end-to-end ownership of production infrastructure platforms while partnering closely with engineering teams to improve reliability, security, deployment consistency, and operational efficiency.

Thierry M.
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Thierry M.Verified in SoftDoes
Senior Infrastructure / Production Engineer
US 🇺🇸English (C1)Senior
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15+ years of experience designing and operating large-scale distributed systems and latency-sensitive production platforms. Expertise in multi-region Kubernetes infrastructure, hybrid cloud environments, and production reliability engineering, with a strong focus on scalability, fault tolerance, observability, and operational automation. Deep experience building and operating hybrid bare-metal and cloud platforms (AWS, GCP), including Kubernetes infrastructure, traffic routing, CI/CD systems, and production observability stacks supporting globally distributed workloads. Strong background in incident response, Linux systems, networking, distributed systems troubleshooting, and infrastructure automation using Terraform and Python. Focused on end-to-end ownership of production infrastructure platforms while partnering closely with engineering teams to improve reliability, security, deployment consistency, and operational efficiency.

Thierry M.
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Thierry M.Verified in SoftDoes
Senior Infrastructure / Production Engineer
US 🇺🇸English (C1)Senior
AWSGoogle CloudAzureKubernetes

15+ years of experience designing and operating large-scale distributed systems and latency-sensitive production platforms. Expertise in multi-region Kubernetes infrastructure, hybrid cloud environments, and production reliability engineering, with a strong focus on scalability, fault tolerance, observability, and operational automation. Deep experience building and operating hybrid bare-metal and cloud platforms (AWS, GCP), including Kubernetes infrastructure, traffic routing, CI/CD systems, and production observability stacks supporting globally distributed workloads. Strong background in incident response, Linux systems, networking, distributed systems troubleshooting, and infrastructure automation using Terraform and Python. Focused on end-to-end ownership of production infrastructure platforms while partnering closely with engineering teams to improve reliability, security, deployment consistency, and operational efficiency.

Thomas S.
Available Now
Verified in SoftDoesThomas S.
Technical leader at a company AI Core
DE 🇩🇪English (C1)Team Lead
LeadershipMentorshipGenerative AIPyTorch

Technical leader at a company AI Core, building and operating cloud-native AI platform services from prototype to production. Hands-on across backend engineering, distributed systems, and Kubernetes, driving technical direction and delivery across teams without direct authority.

Thomas S.
Available Now
Thomas S.Verified in SoftDoes
Technical leader at a company AI Core
DE 🇩🇪English (C1)Team Lead
LeadershipMentorshipGenerative AIPyTorch

Technical leader at a company AI Core, building and operating cloud-native AI platform services from prototype to production. Hands-on across backend engineering, distributed systems, and Kubernetes, driving technical direction and delivery across teams without direct authority.

Thomas S.
Available Now
Thomas S.Verified in SoftDoes
Technical leader at a company AI Core
DE 🇩🇪English (C1)Team Lead
LeadershipMentorshipGenerative AIPyTorch

Technical leader at a company AI Core, building and operating cloud-native AI platform services from prototype to production. Hands-on across backend engineering, distributed systems, and Kubernetes, driving technical direction and delivery across teams without direct authority.

Tzechung K.
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Lead AI/ML Developer
US 🇺🇸English (Native)Senior
Claude CodeOpenAI CodexGoogle AntigravityLLM Fine-Tuning

Software Engineer with 10+ years of AI/ML experience and proven expertise in developing LLM-powered applications, generative AI systems, and ad engines. Strong track record of scaling ML platforms from inception to 1,500+ users at a company, building production AI systems, and creating innovative ad solutions. Experienced in full software development lifecycle with deep knowledge of PyTorch, TensorFlow, and modern AI frameworks including LangChain, LangGraph, and various LLM APIs.

Tzechung K.
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Tzechung K.Verified in SoftDoes
Lead AI/ML Developer
US 🇺🇸English (Native)Senior
Claude CodeOpenAI CodexGoogle AntigravityLLM Fine-Tuning

Software Engineer with 10+ years of AI/ML experience and proven expertise in developing LLM-powered applications, generative AI systems, and ad engines. Strong track record of scaling ML platforms from inception to 1,500+ users at a company, building production AI systems, and creating innovative ad solutions. Experienced in full software development lifecycle with deep knowledge of PyTorch, TensorFlow, and modern AI frameworks including LangChain, LangGraph, and various LLM APIs.

Tzechung K.
Available Now
Tzechung K.Verified in SoftDoes
Lead AI/ML Developer
US 🇺🇸English (Native)Senior
Claude CodeOpenAI CodexGoogle AntigravityLLM Fine-Tuning

Software Engineer with 10+ years of AI/ML experience and proven expertise in developing LLM-powered applications, generative AI systems, and ad engines. Strong track record of scaling ML platforms from inception to 1,500+ users at a company, building production AI systems, and creating innovative ad solutions. Experienced in full software development lifecycle with deep knowledge of PyTorch, TensorFlow, and modern AI frameworks including LangChain, LangGraph, and various LLM APIs.

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What our Active Admin Developers can build

Not sure which engagement model fits?

SoftDoes takes full ownership of delivery, combining project management, engineering, design, and QA into one accountable team focused on successful outcomes.

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RIGHT expert, FASTER

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How to hire a Active Admin Developer

01
BROWSE PROFILESRIGHT NOW

Fill out a short form and see who's on the bench. Real profiles, verified histories.

02
Interview1-3 DAYS

Tell us what you need. We propose two or three candidates from the bench; you interview them directly.

03
OnboardWEEK ONE

Your engineer starts on your project. Contract, payments, and the guarantee run through us.

US VS. THE DATABASE

Time to Start
Talent Quality
Technical Vetting
Flexibility
Operational Overhead
Cost Efficiency
cursor
<SoftDoes>
Time to Start
1-2 weeks
Talent Quality
Senior-only engineers
Technical Vetting
Multi-stage screening
Flexibility
Scale up or down anytime
Operational Overhead
As managed as you want
Cost Efficiency
Competitive, fee-free
Talent Marketplaces
Time to Start
1-3 months
Talent Quality
Mixed experience levels
Technical Vetting
One screen, then gone
Flexibility
Contract restrictions
Operational Overhead
Partially managed
Cost Efficiency
Agency markup
In-House Hiring
Time to Start
2-6 months
Talent Quality
Depends on market
Technical Vetting
Internal responsibility
Flexibility
Long-term commitment
Operational Overhead
Fully internal
Cost Efficiency
Highest total cost

Frequently Asked Questions

Everything you need to know about deploying, scaling, and securing your neural agents with SoftDoes. Can’t find an answer?

How long does it take to hire an Active Admin Developer through SoftDoes?

Senior Rails roles with Active Admin specialization typically take five to eight weeks through standard recruiting channels. SoftDoes shortens that timeline dramatically because our developers are already vetted and available. In most cases, we can present matched candidates within a few business days and have your specialist integrated with your team within one to two weeks. The exact timeline depends on the complexity of your requirements and the seniority level you need, but we handle the sourcing, screening, and matching so you can focus on your product rather than spending weeks reviewing resumes.

What does it cost to hire an Active Admin Developer?

For full time U.S. based senior Rails engineers with Active Admin expertise, base salaries typically range from $150,000 to $200,000 or more before equity and benefits. Contract rates for senior U.S. based developers generally fall between $80 and $100 per hour, while experienced developers in Latin America or Eastern Europe often bill between $50 and $95 per hour depending on seniority. Through SoftDoes, you get flexible engagement pricing that factors in the total cost of onboarding, tooling, and maintenance, not just an hourly rate. Hiring a part time active admin reduces overhead costs associated with full time hires when a dedicated role is not justified for your project scope.

What engagement models are available (dedicated hire, pod, contract)?

SoftDoes offers three primary engagement models. A single dedicated specialist works for companies with clear Active Admin requirements and an existing development team for support. A development pod combines an Active Admin lead with supporting developers (UI, QA, security) for comprehensive admin panel projects that require full stack delivery. An enterprise partnership provides a custom team for large scale admin transformations, multi application consolidation, or ongoing maintenance. You can start with one model and shift as your needs evolve. Each model includes replacement guarantees and the flexibility to scale up or down.

How do you ensure time zone alignment with an Active Admin Developer?

We require overlapping core business hours with your team, typically a minimum of four to six hours of synchronous overlap. Our developers are distributed across time zones that align with U.S. and Canadian business operations, so code reviews, standups, and cross functional discussions happen in real time. We also establish clear communication protocols (Slack, async status updates, regular check ins) so nothing falls through the cracks even outside of overlap windows.

How does SoftDoes technically vet an Active Admin Developer?

Our vetting process goes well beyond a resume review. Every candidate completes a technical screening covering Active Admin DSL fluency, authentication and authorization setup, filter and pagination optimization, and gem conflict resolution. They then complete a practical real world task, such as refactoring an N+1 query in an Active Admin resource, adding a custom member action, or customizing the UI beyond the standard output. We also run an analytical interview focused on performance debugging, design trade offs, and security practices. Finally, we evaluate communication skills, documentation habits, and cultural fit for your team's working style.

What happens if the Active Admin Developer isn't the right fit, or I need to scale up or down?

SoftDoes provides a replacement guarantee. If a developer does not meet your performance expectations, we replace them without disrupting your project timeline. There is no penalty and no gap in delivery. If your project scope changes and you need to add a QA engineer, a front end specialist, or a second backend developer, we can scale the team up. If the admin panel ships and you need to reduce to maintenance mode, we scale down. The flexibility is built into every engagement so you are never locked into a fixed team size that does not match your current needs.

How to Hire an Active Admin Developer

Most companies looking for an Active Admin developer end up cycling through generalist Rails engineers who can register a resource but freeze when faced with complex authorization, performance bottlenecks on large datasets, or deep DSL customization. The result: wasted budget, delayed internal tools, and admin panels that become technical debt instead of business assets. This guide walks you through exactly what an Active Admin developer does, how to scope the role, how to vet candidates, and how to onboard the right hire so your admin interface ships fast and scales cleanly.

What the Role Involves and Why It Should Be a Priority

What an Active Admin Developer Actually Does Day to Day

An Active Admin developer is a Rails engineer who specializes in building, customizing, and maintaining admin panels using the Active Admin gem. Active Admin debuted in 2011 and remains popular because it lets teams spin up CRUD interfaces, dashboards, and data management tools quickly on top of existing Rails models. But "quickly" only applies when you have someone who genuinely understands the framework's internals and limitations.

Active Admin uses a domain specific language for customization, which means the developer writes configuration blocks rather than traditional controllers and views for most apps. That DSL is powerful but opaque when you need to go beyond the default behavior.

Here is what the role looks like in practice:

  • Registering and configuring resources: Writing ActiveAdmin.register blocks, customizing index, show, and form views, adding scopes, sidebar sections, and custom member or collection actions. This is the core of Active Admin work, and it requires fluency with the DSL, not just Rails.
  • Authentication and authorization: Integrating Devise for admin user access, then enforcing role based access control using CanCanCan, Pundit, or custom policy objects. Active admins manage daily tasks, lead teams, and solve urgent problems in businesses, so restricting who can see, edit, or export data is critical.
  • Performance optimization: Active Admin's default pagination relies on Kaminari, which counts total records on every page load. On large datasets this can re render pages slowly or time out entirely. The developer must handle eager loading, disable unneeded filters, and sometimes swap in alternatives like Pagy.
  • UI and UX customization: Active Admin provides limited form fields out of the box, and the Arbre view layer can be cumbersome for anything beyond standard layouts. A strong hire knows when to override with partials, ERB, or even inject JavaScript via Stimulus to solve specific interface problems.
  • Exports, reporting, and data interfaces: Generating CSV, JSON, or XML output for operations teams, building custom dashboards, and ensuring large exports do not lock the database.
  • Maintenance, upgrades, and gem compatibility: Active Admin's stable version is still tied to Sprockets. Managing version upgrades, asset pipeline changes, and conflicts with other gems (Ransack search class collisions, for example) is ongoing work that requires experience.

Active Admin experts can help debug and review code across all of these areas, and their input can significantly improve project success rates when the admin panel is central to your operations.

Why Hiring the Right Person for This Role Is a Strategic Decision

Hiring a properly maintained Active Admin specialist rather than a generalist Rails developer yields concrete business value:

  • Faster time to market: Building admin interfaces from scratch is expensive. A specialist using Active Admin can deliver working dashboards in days instead of weeks, letting your operations team manage data sooner. An active admin optimizes daily workflows and shifts routine burdens off business leaders' plates.
  • Lower total cost: Fewer custom controllers, less front end lift, and less maintenance overhead. Hiring a part time active admin reduces overhead costs associated with full time hires when a full time role is not justified. Active Admin experts can assist with a wide range of problems without requiring a large team.
  • System reliability and security: Correctly implemented role based access control, explicit permit_params, and safe export practices protect sensitive data. Active admins maintain organizational information and ensure critical data is accurate and current. In regulated industries, compliance and adherence to protocols is non negotiable, and the right hire helps maintain those standards.
  • Scalable growth: As your dataset and admin usage grow, a qualified developer ensures the system stays maintainable. They audit existing processes and implement better tools and standard operating procedures before technical debt compounds.

Getting Your House in Order Before You Start Hiring

Scoping the Role Before You Post It

Before you source a single candidate, get internal alignment on three dimensions. Clear ownership of administrative tasks prevents outdated information and security risks from arising, so defining these boundaries early saves time and money.

Project Scope and Requirements

Is this a greenfield admin panel or a refactor of an existing one? How many models and resources will the developer manage? What are the expected data volumes, and how complex are the relationships? Do you need multi tenancy, custom filters, bulk actions, or specialized export functionality? Active Admin requires integration work for new features, so the scope directly determines how senior your hire needs to be. Active Admin offers limited customization options compared to newer alternatives, so understanding where you will need to go beyond the default is essential.

Team Structure and Engagement Model

Who will this developer report to? Is there an existing Rails team with domain knowledge, or will this person be the sole backend resource? Will product, security, infrastructure, and design be involved? Organizations benefit from having defined roles and designated admin responsibilities for operational efficiency. If your admin panel touches sensitive user data or compliance workflows, the developer will need close collaboration with security and legal.

In House vs. Dedicated Remote Talent

For regulated industries (finance, healthcare), a U.S. or Canada based hire may be required. For straightforward admin panel work, a dedicated remote specialist through a talent network can deliver the same quality at a lower cost point. Whether you need a full time hire, a contractor, or a managed pod changes your sourcing strategy significantly. Finding specialized administrative talent can be achieved through dedicated platforms rather than general job boards.

Writing a Job Description That Attracts the Right Candidates

A generic "Rails Developer" posting will attract generic candidates. To hire an Active Admin developer who can actually deliver, your job description must cover four elements:

  • Mission: What business problems does the admin interface solve? Emphasize the impact: reducing manual data operations, improving reporting speed, securing internal workflows. Active admins audit existing processes and implement better tools, so frame the role around outcomes, not just tasks.
  • Stack and context: Specify your Rails version, Ruby version, database (Postgres, MySQL), authentication and authorization gems, asset pipeline or JS toolchain, and current pain points. Active Admin's documentation is often outdated and hard to find, so candidates who have navigated this before are more valuable. Active Admin relies on outdated third party code for core features, making experience with workarounds a real differentiator.
  • Team structure and deliverables: Clarify whether they will inherit legacy code or build from scratch, the level of ownership expected, and who they will collaborate with. Strong organizational skills prevent important tasks and commitments from slipping through the cracks.
  • Growth and impact: Highlight what comes next: migrating to a newer Rails version, improving performance at scale, shaping the admin UI, possibly leading internal tooling. Proficiency with digital tools such as CRMs and productivity software is essential for administrative professionals who manage more than just code. Expert help can enhance your proficiency in Active Admin over time.
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How to Find, Evaluate, and Onboard the Right Developer

Sourcing and Vetting Candidates Who Can Actually Deliver

Sourcing Strategy

The candidate pool for Active Admin is more niche than general Rails. Developers who contribute to or maintain ActiveAdmin or similar gems are the highest signal candidates. Rails focused job boards, Ruby and open source communities, and GitHub profiles are better starting points than generic platforms.

Vetted talent networks typically deliver faster and with candidates who already understand advanced rails admin work. If you want to move quickly, our custom software development team can match you with pre screened specialists rather than running a months long search. Senior Rails roles often take five to eight weeks from post to hire when done through standard recruiting channels. Codementor and similar platforms offer access to top Active Admin experts for shorter engagements.

Vetting Beyond the Resume

Do not rely on resume keywords. Structure your evaluation around four layers:

  • Technical screening: Test the candidate's knowledge of Active Admin's DSL, permissions setup, filter limitations, and how to optimize pagination versus total count. Ask how they handle gem conflicts and asset pipeline issues. Ask about the difference between the default Arbre approach and writing your own code with partials when the DSL falls short.
  • Practical real world task: Have them modify a nontrivial resource. For example: add a custom member action, refactor an N+1 query, or customize the UI beyond standard DSL output. Review their code for clarity, test coverage, and awareness of edge cases.
  • Analytical and problem solving interview: Ask how they would debug a slow admin dashboard with large datasets. Discuss trade offs between building a custom admin solution versus extending Active Admin. Explore how they organize policy files, manage authorization across multiple user model roles, and handle CSV exports safely.
  • Culture fit: In enterprises, look for clear communication, documentation habits, and a security mindset. In scale ups, prioritize speed, willingness to refactor, and collaboration with operations and product. Quick response times and polished communication improve client experience and brand reputation.

Setting Your New Hire Up for Success in the First 90 Days

A structured onboarding plan keeps the hire productive and engaged. Centralized document management and proactive tracking prevent important tasks from being overlooked during ramp up.

  • First 30 days: Grant access, review all existing Active Admin resource files, identify current pain points, and complete small fix tasks. The developer should set up their local environment, understand policies and permissions, and ship minor improvements. This builds context without overwhelming them.
  • Days 31 through 60: The developer takes ownership of a full resource or dashboard. They implement custom filters, actions, or form modifications, begin performance tuning on at least one key area, and start writing tests for admin endpoints. They should understand how the admin code ties into the broader business logic and begin providing user feedback on workflow improvements.
  • Days 61 through 90: Deliver one major admin feature. Run a security and authorization audit across all admin endpoints. Tune query performance and exports. Suggest structural improvements such as splitting large resource files, improving DSL customization patterns, or proposing a roadmap for the next quarter.

For retention: give them ownership, let them see their impact, and create a path forward (senior Rails generalist, internal tooling lead, or broader backend architecture). Developers who feel their work matters and who receive regular status updates on business outcomes stay longer.

Evaluating Candidates and Choosing Your Partner

Warning Signs and Positive Signals in the Interview Process

Green flags:

  • Demonstrated experience customizing Active Admin beyond default registration and standard index/show views. They are comfortable extending the DSL or writing partials, JavaScript, and custom CSS when the framework cannot solve the problem natively.
  • Strong grasp of Rails performance: they can identify N+1 queries, manage large dataset filters, optimize pagination, and handle exports without locking the database. They understand that Active Admin's UI shows its age and lacks mobile readiness, and they know how to work around it.
  • Security mindset: explicit parameter permitting, authorization gem expertise, role based access controls, and safe data export practices. They know that clear ownership of administrative tasks prevents security risks.
  • Ownership and communication: they suggest improvements proactively, write documentation, work well with cross functional teams, and can explain technical decisions to non technical stakeholders. They treat the admin panel as a product, not an afterthought.

Red flags:

  • Only interested in trivial CRUD and avoids customization. If a candidate has never needed to modify the default behavior or create custom actions, they likely have not worked on complex admin panels.
  • No awareness of scalability issues: cannot discuss pagination total count overhead, large association loading, or filter design trade offs. Active Admin's performance can degrade significantly with data growth, and ignoring this is a costly mistake.
  • Lacks testing or QA practice around admin endpoints, especially for filtering, export functionality, and authorization. Admin panels touch sensitive data, and untested code is a liability.
  • Poor understanding of data privacy, GDPR, or safe export handling. Avo provides over 30 fields out of the box, unlike Active Admin, meaning your developer must sometimes build and validate form components by hand. If they do not test those components, you have a problem.

How Working with SoftDoes Removes the Risk from This Hire

SoftDoes is a North America focused software engineering and talent delivery partner. We do not hand you a resume and wish you luck. Here is what the partnership looks like:

  • Pre vetted senior talent: Every Active Admin developer in our network has been evaluated on DSL mastery, performance optimization, security practices, and gem version management. We test for the stuff that matters in production, not just textbook Rails knowledge. Avo is built with modern Rails tooling like Hotwire and Tailwind, and our developers understand where Active Admin fits versus where alternatives make more sense.
  • Team delivery model: Instead of isolated freelancers, we provide pods that combine an Active Admin specialist with supporting roles (UI, QA, security, backend) when the project demands it. Knowledge sharing and continuity are built into the engagement.
  • Replacement and scaling guarantees: If a developer does not meet expectations, we replace them without disrupting the project. Need to scale up for a major feature sprint or scale down after launch? We accommodate that.
  • Time zone alignment: Our engineers overlap with U.S. and Canadian business hours, ensuring synchronous communication for code reviews, status updates, and cross functional collaboration.
  • Regulated industry experience: For clients in healthcare, finance, or compliance heavy domains, our developers bring experience with audit trails, data privacy, role segregation, and secure export practices.

Take the Next Step

If you are ready to hire an Active Admin developer who can deliver a properly maintained, easily customizable admin interface without the typical hiring delays, let us talk. Schedule a discovery call with our team and we will scope your requirements, match you with a pre vetted specialist, and get your project moving within days, not months. No long term commitment required.

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