Cloud Machine Learning Engineer
About the role
Cloud Machine Learning Engineer
Location: 100% Remote
Reports to/Team Dynamic: Reports to the Senior Manager of Machine Learning Engineering; works closely with the Lead and Senior Cloud MLEs on a collaborative, fast-growing AI platform team.
Rate: 45-65/hr dependent on level
About the Role:
Our Brooksource Fortune 500 healthcare insurance client is building the centralized AI platform that the rest of their enterprise runs on — and they’re looking for a mid-level Cloud Machine Learning Engineer to help build and operate it. This is a hands-on engineering role at the intersection of Cloud Platform Engineering and Machine Learning Engineering, contributing independently to the shared cloud services, controls, and tooling behind the client’s centralized AI Gateway and Machine Agentic Governed Intelligence (MAGI) Framework.
You’ll help ensure enterprise AI endpoints, models, and services are deployed, governed, monitored, and consumed in line with strict security, compliance, and healthcare regulatory requirements. The primary focus is cloud platform engineering — infrastructure, networking, Infrastructure as Code, automation, access controls, observability, and production operations across AWS and Azure. The secondary focus is Machine Learning Engineering and LLMOps — supporting model-serving integrations, evaluating new AI capabilities, and helping operationalize governed GenAI and agentic AI solutions. Over time, you’ll grow into a subject matter expert in responsible AI platform operations and advise other engineering teams on building scalable, governed, and observable AI solutions.
What You’ll Do:
Build and operate the enterprise cloud services that enable AI model access, endpoint governance, usage tracking, and operational monitoring through the AI Gateway and MAGI Framework.
Write and maintain production-quality Python — scripts, services, automation, SDKs, and APIs — using reusable, testable, maintainable code.
Build, modify, and troubleshoot Infrastructure as Code (Terraform and/or CloudFormation) and automate deployments through CI/CD pipelines across AWS and Azure environments.
Implement and manage access controls, secrets, networking, and secure service-to-service connectivity, along with logging, monitoring, observability, and alerting for production AI services.
Support model-serving integrations and help operationalize GenAI and agentic AI solutions in alignment with the client’s security, compliance, observability, and Responsible AI frameworks.
Manage APIs, service endpoints, and endpoint lifecycle, and contribute to production troubleshooting, operational support, and platform governance.
What You Bring:
Strong professional Python proficiency, plus hands-on cloud experience designing, deploying, and supporting solutions in AWS and/or Azure (networking, security, IAM, and cloud-native services).
Infrastructure as Code experience — able to build, modify, and troubleshoot Terraform and/or CloudFormation — along with CI/CD, Git, and solid software engineering fundamentals.
Cloud networking and connectivity knowledge: private networking, VPC/VNet design, DNS, routing, load balancing, and secure API connectivity.
Cloud platform and operational experience: IAM/RBAC, secrets management, observability, alerting, endpoint/API lifecycle management, and production troubleshooting.
Exposure to Machine Learning platforms or MLOps — model deployment, model serving, ML workflows, or production ML/GenAI services — with a foundational understanding of machine learning, GenAI, and cloud AI concepts.
Preferred: Databricks (Model Serving, Unity Catalog, Delta Lake, Mosaic AI, Asset Bundles), AI/API Gateway technologies, LLMOps, RAG or agentic workflows, AI governance/security (PII/PHI, prompt-injection defense, auditability), FinOps, and AWS/Azure/GCP/Databricks certifications.
Why Join Us?
401(k) Matching Plan
Medical, Dental, & Vision Plans
Relationship Driven Process to Find Your Best Fit
6 Paid Holidays
Regular Meetings to Ensure Quality in Your Engagement
How to Apply:
Interested? Apply directly through the posting for a quick, one-click application, or reach out to your Brooksource recruiter to start the conversation.
About Us:
At Brooksource, relationships are the foundation of everything we do. Since 2000, we’ve built lasting partnerships with clients, consultants, and internal teams to deliver an exceptional experience across every engagement. As a trusted IT and Engineering services provider, Brooksource supports Fortune 500 organizations through Experience-Driven Staffing, Professional Services, and Elevate, our proprietary Workforce Transformation program. Whether you’re hiring for software development, cloud computing, cybersecurity, data analytics, or enterprise IT, our customized staffing solutions are designed to align with your company’s unique goals, culture, and technology stack. We offer flexible hiring models, including contract, contract-to-hire, and direct placement to meet your evolving business needs.
We are a certified partner of leading platforms, including Salesforce, AWS, Microsoft, and Google Cloud, enabling us to deliver scalable, end-to-end technology solutions. With a growing national footprint, Brooksource is redefining expectations in IT consulting, engineering services, and technology workforce solutions.
EEO Statement:
Brooksource is an equal opportunity employer that does not discriminate on the basis of actual or perceived race, color, creed, religion, national origin, ancestry, citizenship status, age, sex or gender (including pregnancy, childbirth, lactation and related medical conditions), gender identity or gender expression, sexual orientation, marital status, military service and veteran status, physical or mental disability, protected medical condition as defined by applicable state or local law, genetic information, or any other characteristic protected by applicable federal, state, or local laws and ordinances.
Benefits & Perks:
Brooksource offers competitive medical, dental, vision, Health Savings Account, Dependent Care FSA, and supplemental coverage with plans that can fit each employee’s needs. We offer a 401k plan that includes a company match and is fully vested after you become eligible, paid time off, sick time, and paid company holidays. We also offer an Employee Assistance Program (EAP) that provides services like virtual counseling, financial services, legal services, life coaching, etc.
Pay Disclaimer:
The pay range for this job level is a general guideline only and not a guarantee of compensation or salary. Additional factors considered in extending an offer include (but are not limited to) responsibilities of the job, education, experience, knowledge, skills, and abilities, as well as internal equity, alignment with market data, applicable bargaining agreement (if any), or other law.
Responsibilities
- Build and operate enterprise cloud services for AI model access and governance
- Write and maintain production-quality Python code for automation and APIs
- Build and troubleshoot Infrastructure as Code using Terraform and/or CloudFormation
- Implement access controls and manage logging and monitoring for AI services
- Support model-serving integrations and operationalize AI solutions
Qualifications
- Strong Python proficiency and hands-on cloud experience in AWS and/or Azure
- Experience with Infrastructure as Code and CI/CD processes
- Knowledge of cloud networking and connectivity
- Experience with IAM/RBAC and production troubleshooting
- Exposure to Machine Learning platforms and MLOps
Benefits
- 401(k) Matching Plan
- Medical, Dental, & Vision Plans
- 6 Paid Holidays
- Employee Assistance Program (EAP)
Skills mentioned
About Brooksource
At Brooksource, relationships are at the center of everything we do. Since 2000, we have built lasting relationships with our clients, consultants, and the communities we support, creating an unparalleled experience. As a trusted talent solutions provider, we excel at delivering Engineering and IT services for enterprise clients and the public sector. Whether you are seeking specific skillsets through our Experience-Driven Staffing, the high-level advisory and strategic teams of our Professional Services, or the targeted upskilling enabled by our Workforce Transformation program, Elevate, we tailor our solutions to your unique needs. We pair this relationship-focused approach with strategic partnerships across technology and engineering, a national delivery network, and local market expertise to deliver informed perspectives that accelerate your workforce strategy. Brooksource is an equal opportunity employer that does not discriminate on the basis of actual or perceived race, color, creed, religion, national origin, ancestry, citizenship status, age, sex or gender (including pregnancy, childbirth, lactation and related medical conditions), gender identity or gender expression, sexual orientation, marital status, military service and veteran status, physical or mental disability, protected medical condition as defined by applicable state or local law, genetic information, or any other characteristic protected by applicable federal, state, or local laws and ordinances.