Jobs → Engineering → Software Engineer - Machine Learning

About the Role We are looking for a skilled Software Engineer – Machine Learning with strong expertise in AWS, MLOps, Data Engineering, and Python development to build and maintain scalable, production-grade ML and data platform solutions. Key Responsibilities • Design and implement scalable ML and data platform solutions • Develop and maintain production-grade ML models • Implement data engineering solutions using AWS services • Ensure proper MLOps practices for model deployment, monitoring, and lifecycle management • Build and optimize ETL/ELT pipelines and data lake architectures Requirements • Strong AWS and Object-Oriented Python development experience • Expertise in SQL and Data Engineering • Hands-on experience with AWS SageMaker, ECS/EKS, Lambda, Step Functions, S3, IAM, CloudWatch, and VPC • Experience with Docker, Kubernetes, CI/CD, AWS CDK, and CloudFormation • Strong knowledge of MLOps, model deployment, monitoring, versioning, and lifecycle management • Experience with AWS Glue, Lake Formation, Athena, and Data Catalog • Experience building ETL/ELT pipelines and data lake/lakehouse architectures • Knowledge of Apache Iceberg or similar open table formats • Understanding of SOLID principles, DRY design, and reusable software development • Experience with data governance, security, and regulated environments • Exposure to TensorFlow, PyTorch, or Scikit-Learn