Temporary, Contractor, Full-time
AWS Lambda, Amazon Elastic Compute Cloud (EC2), Amazon Web Services (AWS), C Programming Language, C++ Programming Language, Continuous Deployment/Delivery, Continuous Integration, Data Analysis, Data Modeling, DevOps, Docker, GPU (Graphics Processing Unit), Go Programming Language (Golang), Java, Object Oriented Programming (OOP) Languages, Python Programming/Scripting Language, Simple Queue Service (SQS), Software Engineering
ob Title - IT Software Engineer 3
Location: Chicago IL - Onsite 2-3 days a week
Duration: 12 months
Engineering vs. Analysis:
- Python or Golang for systems development rather than just data analysis or model training.
- experience working with an object-oriented programming language (Python, Golang, Java, C/C++ etc.)
- Experience with MLOps frameworks like MLflow, Kubeflow, etc.
- Infrastructure Mastery: Look for deep knowledge in EKS (Kubernetes) components and AWS services like EFS, SQS, EC2, and Lambda. Candidates must demonstrate they can "create/modify" these technologies, not just utilize them.
- DevOps Crossover: Successful candidates bridge the gap between development and operations. Resumes should showcase Infrastructure as Code (IaC) tools like Terraform or CloudFormation alongside containerization with Docker.
- Operational Focus: The primary task is deploying and packaging models as services. Highlight experience in CI/CD pipelines, model orchestration, and serving models at scale using specialized compute like NVIDIA GPUs on EC2.
- Model Ownership: My team does not "own the models." Resumes that focus heavily on model architecture or feature engineering may be less relevant than those focusing on deployment, hosting, and orchestration
Regards
Durga
durga@cozentech.comC
Cozen Technology Solutions Inc