AWS ML Ops Engineer
Apex Systems, Houston, TX, United States
Key Responsibilities
• Design, build, and deploy cloud-native applications within AWS
• Develop and implement agent-based (agentic) systems and workflows
• Write and deploy production-ready agent code
• Support MLOps processes, including model deployment, monitoring, and iteration
• Define and manage infrastructure using Terraform (Infrastructure as Code)
• Rapidly prototype and experiment with emerging technologies and frameworks
• Collaborate with cross-functional teams to build scalable, practical solutions
• Continuously evaluate and adopt new tools to improve performance and efficiency
⸻
Required Qualifications
• 3-6+ years of experience in software engineering
• Strong hands-on experience with AWS development and deployment
• Experience with MLOps practices (model lifecycle, CI/CD, monitoring)
• Proficiency with Terraform, Python, and Agent Core
• Experience building or working with agent-based / agentic systems
• Experience writing and deploying agent code in real environments
• Familiarity with agent frameworks / agent core concepts
• Exposure to MCP (Model Context Protocol or similar paradigms)
⸻
Bonus:
• Experience with Databricks
⸻
What Success Looks Like
• Quickly contributing to hands-on development of agentic systems
• Building and deploying solutions that work in real-world environments
• Bringing new ideas and technologies into practical application
• Operating effectively in a fast-paced, experimental environment
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Everforth Apex uses a virtual recruiter as part of the application process. Click here for more details.
Everforth Apex Benefits Overview:
Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.
• Design, build, and deploy cloud-native applications within AWS
• Develop and implement agent-based (agentic) systems and workflows
• Write and deploy production-ready agent code
• Support MLOps processes, including model deployment, monitoring, and iteration
• Define and manage infrastructure using Terraform (Infrastructure as Code)
• Rapidly prototype and experiment with emerging technologies and frameworks
• Collaborate with cross-functional teams to build scalable, practical solutions
• Continuously evaluate and adopt new tools to improve performance and efficiency
⸻
Required Qualifications
• 3-6+ years of experience in software engineering
• Strong hands-on experience with AWS development and deployment
• Experience with MLOps practices (model lifecycle, CI/CD, monitoring)
• Proficiency with Terraform, Python, and Agent Core
• Experience building or working with agent-based / agentic systems
• Experience writing and deploying agent code in real environments
• Familiarity with agent frameworks / agent core concepts
• Exposure to MCP (Model Context Protocol or similar paradigms)
⸻
Bonus:
• Experience with Databricks
⸻
What Success Looks Like
• Quickly contributing to hands-on development of agentic systems
• Building and deploying solutions that work in real-world environments
• Bringing new ideas and technologies into practical application
• Operating effectively in a fast-paced, experimental environment
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Everforth Apex uses a virtual recruiter as part of the application process. Click here for more details.
Everforth Apex Benefits Overview:
Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.