ML Ops Engineer
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Job Location:
Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
We are seeking a highly skilled MLOps Engineer with an overall experience 5 years with 3 years as ML Engineer particularly in building and managing ML pipelines in AWS. The ideal candidate has successfully built and deployed at least two MLOps projects using Amazon SageMaker or similar services with a strong foundation in infrastructure as code and a keen understanding of MLOps best practices.
Key Responsibilities:
- Maintain and enhance existing ML pipelines in AWS with a focus on Infrastructure as Code using cloud Formation.
- Implement minimal but essential pipeline extensions to support ongoing data science workstream.
- Document infrastructure usage architecture and design using tools like Confluence GitHub Wikis and system diagrams.
- Act as the internal infrastructure expert collaborating with data scientists to guide and support model deployments.
- Research and implement optimization strategies for ML workflows and infrastructure.
- Work independently and collaboratively with cross-functional teams to support ML product deployment and re-platforming initiatives.
Qualifications :
- 4 years of hands-on DevOps experience with AWS Cloud.
- Proven experience with at least two MLOps projects deployed using SageMaker or similar AWS services.
- Strong proficiency in AWS services: SageMaker ECR S3 Lambda Step Functions.
- Expertise in Infrastructure as Code using CloudFormation for dev/test/prod environments.
- Solid understanding of MLOps best practices and Data Science principles.
- Proficient in Python for scripting and automation.
- Experience building and managing Docker images.
- Hands-on experience with Git-based version control systems such as AWS CodeCommit or GitHub including GitHub Actions for CI/CD pipelines.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- ASP.NET
- Health Education
- Fashion Designing
- Fiber
- Investigation
About Company
Blend360 is an award-winning provider of data, analytics, and talent solutions for Fortune 500 companies. The company has made the Inc. 5000 list of Fastest Growing Companies every year they have been in business and has been awarded a world-class ranking in client satisfaction for th ... View more
