MLOps _ ML Engineer
- ZentekInfosoft
- 10 - 17 years
- Hyderabad
- 6 months ago
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Job Description
Dear Candidate,
Please find below job description
Role :- MLOps + ML Engineer
Job Description:
Role Overview:
We are looking for a highly experienced MLOps and ML Engineer to lead the design, deployment, and optimization of machine learning systems at scale. This role requires deep expertise in MLOps practices, CI/CD automation, and AWS SageMaker, with a strong foundation in machine learning engineering and cloud-native development.
Key Responsibilities:
- Architect and implement robust MLOps pipelines for model development, deployment, monitoring, and governance.
- Lead the operationalization of ML models using AWS SageMaker and other AWS services.
- Build and maintain CI/CD pipelines for ML workflows using tools like GitHub Actions, Jenkins, or AWS CodePipeline.
- Automate model lifecycle management including retraining, versioning, and rollback.
- Collaborate with data scientists, ML engineers, and DevOps teams to ensure seamless integration and scalability.
- Monitor production models for performance, drift, and reliability.
- Establish best practices for reproducibility, security, and compliance in ML systems.
Required Skills:
- 10+ years of experience in ML Engineering, MLOps, or related fields.
- Deep hands-on experience with AWS SageMaker, Lambda, S3, CloudWatch, and related AWS services.
- Strong programming skills in Python and experience with Docker, Kubernetes, and Terraform.
- Expertise in CI/CD tools and infrastructure-as-code.
- Familiarity with model monitoring tools (e.g., Evidently, Prometheus, Grafana).
- Solid understanding of ML algorithms, data pipelines, and production-grade systems.
Preferred Qualifications:
- AWS Certified Machine Learning Specialty or DevOps Engineer certification.
- Experience with feature stores, model registries, and real-time inference systems.
- Leadership experience in cross-functional ML/AI teams.
Primary Skills: MLOps, ML Engineering, AWS related services (SageMaker/S3/CloudWatch)
Regards
Divya Grover
+91 8448403***
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: ContractContact Details:
Company: ZentekInfosoftLocation(s): Hyderabad
Keyskills: ML Engineer MLOps AWS Python S3 AWS SageMaker CloudWatch Lambda
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