DevOps Engineer
2 weeks ago
Andela is a global technology company that connects brilliant technologists with leading organizations. Our mission is to break down global barriers and accelerate the future of work.
Job DescriptionWe are seeking a highly skilled Principal DevOps Engineer to join our team. As a key member of our MLOps team, you will be responsible for contributing to the development of AI solutions, adding expertise on ML pipelines, and building automated deployments and operations of AI-based solutions.
Key Responsibilities- Contribute to the MLOps culture and practices enabling the team to create solutions with less friction and solid security, and reliability.
- Add expertise on ML Pipelines (Model serving, Model performance monitoring).
- Contribute to design, refinements, optimizations, and scalability for systems operating machine learning pipelines at web scales.
- Build and lead building automated deployments and operations of AI-based solutions.
- Work directly with team to enable successful deployments and maintainable production systems.
- Bachelor's degree in a STEM field such as Statistics, Math, Engineering, Information Systems, etc.
- Experience with MLOps lifecycle management.
- Docker and containerization.
- Kubernetes and container orchestration platforms.
- Infrastructure-as-code (e.g., Terraform, Ansible, Chef).
- Python production level coding, including best practices.
- AWS including, but not limited to, S3, EKS, EMR, Athena, Glue, Lambda, Kinesis, MSK, Sagemaker, SQS and SNS.
- CI/CD tools (Jenkins or GitHub Actions).
- Good communication and presentation skills to explain technical solutions to either technical peers or non-technical stakeholders.
- Willingness to collaborate with colleagues to achieve repeatable high-quality outcomes as a team.
- Master's degree in a STEM field such as Statistics, Math, Engineering, Information Systems, etc.
- Apache spark.
- Airflow.
- Certification in AWS.
- Understanding of test-driven development. Willingness to improve test coverage of existing codebase.
India.
Working HoursFull-time dedication (8 hours/Day - 40 hours/week).
DeviceLaptop to be provided by Andela (either shipped or stipend to purchase, in this case, a receipt must be provided).
OfferEstimated Duration: 12-month-term contractor position (Renewable).
Full-time dedication (40 hours/week).
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