remote
Machine Learning Engineer - ManTech
ML Engineer
Senior Machine Learning Engineer responsible for designing, developing, and deploying scalable ML solutions using Python and AWS services, driving data-driven insights and automation for complex business challenges.
About the role
Key Responsibilities
- Design, implement, and maintain end-to-end machine learning pipelines from data ingestion to model deployment.
- Collaborate with data scientists and software engineers to translate business requirements into robust ML solutions.
- Optimize models for performance, scalability, and cost-efficiency on AWS infrastructure.
- Conduct rigorous model validation, monitoring, and continuous improvement to ensure high quality and reliability.
- Document architecture, code, and best practices for knowledge sharing across the team.
Requirements
- 5+ years of experience in machine learning engineering or related field.
- Proficiency in Python, including libraries such as scikit-learn, TensorFlow, or PyTorch.
- Hands‑on experience with AWS services (SageMaker, EC2, S3, Lambda).
- Strong understanding of data engineering concepts and experience with SQL/NoSQL databases.
- Excellent problem‑solving skills and ability to communicate complex ideas clearly.
Skills
pythonmachine learningaws