100 TekIT Software Solutions Jobs
MLOps Engineer (5-6 yrs)
TekIT Software Solutions
posted 2 days ago
Key skills for the job
Job Title : ML Ops Engineer.
Experience : 5 Years.
Location : Remote (India).
Job Overview :
We are seeking a highly skilled MLOps Engineer with over 5 years of experience in Software Engineering and Machine Learning Operations.
The ideal candidate will have hands-on experience with AWS (particularly SageMaker), MLflow, and other MLOps tools, and a strong understanding of building scalable, secure, and production-ready ML systems.
Key Responsibilities :
- Design, implement, and maintain scalable MLOps pipelines and infrastructure.
- Work with cross-functional teams to support end-to-end ML lifecycle including model development, deployment, monitoring, and governance.
- Leverage AWS services, particularly SageMaker, to manage model training and deployment.
- Apply best practices for CI/CD, model versioning, reproducibility, and operational monitoring.
- Participate in MLOps research and help drive innovation across the team.
- Contribute to the design of secure, reliable, and scalable ML solutions in a production environment.
Required Skills :
- 5+ years of experience in Software Engineering and MLOps.
- Strong experience with AWS, especially SageMaker.
- Experience with MLflow or similar tools for model tracking and lifecycle management.
- Familiarity with AWS Data Zone is a strong plus.
- Proficiency in Python; experience with R, Scala, or Apache Spark is a plus.
- Solid understanding of software engineering principles, version control, and testing practices.
- Experience deploying and maintaining models in production environments.
Preferred Attributes :
- Strong analytical thinking and problem-solving skills.
- A proactive mindset with the ability to contribute to MLOps research and process improvements.
- Self-motivated and able to work effectively in a remote setting.
Functional Areas: Other
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