MLOps Data Developer

Net2Source Inc. is an award-winning total workforce solutions company recognized by Staffing Industry Analysts for our accelerated growth of 300% in the last 3 years with over 5500 employees globally with over 30 locations in the US and global operations in 32 countries. We believe in providing staffing solutions to address the current talent gap Right Talent Right Time Right Place Right Price and acting as a Career Coach to our consultants.

Role: MLOps Tech Lead/Architect with AWS SageMaker

Location: Dallas TX (Hybrid 3 days office in a week)

6-12 months contract

Responsibilities:

• Build & Automate ML Pipelines: Design implement and maintain CI/CD pipelines for machine learning models ensuring automated data ingestion model training testing versioning and deployment.
• Operationalize Models: Collaborate closely with data scientists to containerize optimize and deploy their models to production focusing on reproducibility scalability and performance.
• Infrastructure Management: Design and manage the underlying cloud infrastructure (AWS) that powers our MLOps platform leveraging Infrastructure-as-Code (IaC) tools to ensure consistency and cost optimization.
• Monitoring & Observability: Implement comprehensive monitoring alerting and logging solutions to track model performance data integrity and pipeline health in real-time. Proactively address issues like model or data drift.
• Governance & Security: Establish and enforce best practices for model and data versioning auditability security and access control across the entire machine learning lifecycle.
• Tooling & Frameworks: Develop and maintain reusable tools and frameworks to accelerate the ML development process and empower data science teams.

Required Qualifications:

• Experience: Overall 12 years of experience with 4 years of experience in MLOps Machine Learning Engineering or a related DevOps role with a focus on ML workflows.
• Cloud Expertise: Extensive hands-on experience in designing and implementing MLOps solutions on AWS. Proficient with core services like SageMaker S3 ECS EKS Lambda SQS SNS and IAM.
• Coding & Automation: Strong coding proficiency in Python. Extensive experience with automation tools including Terraform for IaC and GitHub Actions.
• MLOps & DevOps: A solid understanding of MLOps and DevOps principles. Hands-on experience with MLOps frameworks like Sagemaker Pipelines Model Registry Weights and Bias MLflow or Kubeflow and orchestration tools like Airflow or Argo Workflows.
• Containerization: Expertise in developing and deploying containerized applications using Docker and orchestrating them with ECS and EKS.
• Model Lifecycle: Experience with model testing validation and performance monitoring. Good understanding of ML frameworks like PyTorch or TensorFlow is required to effectively collaborate with data scientists.
• Communication: Excellent communication and documentation skills with a proven ability to collaborate with cross-functional teams (data scientists data engineers and architects).

Why work with us - At Net2Source we believe everyone has an opportunity to lead. We see the importance of your perspective and your ability to create value. We want you to fit in with an inclusive culture focus on work-life fit and well-being and a supportive connected environment; but we also want you to stand out with opportunities to have a strategic impact innovate and take necessary steps to make your mark. We help clients with new skilling talent strategy leadership development employee experience transformational change management and beyond.

Equal Employment Opportunity Statement:

Net2Source is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences such as age disability ethnicity gender gender identity and expression religion or sexual orientation. Our rich diversity makes us more innovative more competitive and more creative which helps us better serve our clients and our communities. All employment decisions shall be made without regard to age race creed color religion sex national origin ancestry disability status veteran status sexual orientation gender identity or expression genetic information marital status citizenship status or any other basis as protected by federal state or local law.

Awards and Accolades:

• Americas Most Honored Businesses (Top 10%)
• Awarded by USPAAC for Fastest Growing Business in the US
• 12th Fastest Growing Staffing Company in USA by Staffing industry Analysts in the US ()
• Fastest 50 by NJ Biz ()
• INC 5000 Fastest growing for 8 consecutive years in a row (only 1.26% companies make it to this list)
• Top 100 by Dallas Business Journal (2020 and 2019)
• Proven Supplier of the Year by Workforce Logiq (2020 and 2019)
• 2019 Spirit of Alliance Award by Agile1
• 2018 Best of the Best Platinum Award by Agile1
• 2018 TechServe Alliance Excellence Awards Winner
• 2017 Best of the Best Gold Award by Agile1(Act1 Group)