onsite
Software Engineer - AI/ML with Python
Software Engineer - AI/ML with Python
This role involves applying MLOps best practices, building and integrating end-to-end machine learning pipelines, and deploying and optimizing ML workloads in AWS. The engineer will also be responsible for designing AI/ML models, developing Python automation, and ensuring stable build environments.
About the role
Apply MLOps best practices for model versioning and reproducibility
Build end-to-end machine learning pipelines
Contribute to code reviews documentation and technical discussions
Deploy monitor and optimize ML workloads in AWS
Design machine learning and AI models
Develop Python automation for test suites and workflow orchestration
Ensure stable build environments with CMake and Bazel
Integrate machine learning pipelines into CI CD pipelines
Troubleshoot build, deployment, and performance issues
Skills
AIAWSAirflowApache SparkBazelCI/CDCMakeDevOpsDockerGitGitHubGitLabKubeflowKubernetesMLOpsMLflowMachine LearningModel versioningNumPyPandasPythonREST APIsSageMaker