MLOps Engineer

Hyderabad Address:

Capgemini Technology Services India Limited (GAR Office) , GAR Corporation Pvt. Ltd, Tower 4, Ground & 1st Floor and 3rd Floor to 5th Floor, Sy.No.107/P, Kokapet village. Rajenderanagar Mandal, Hyderabad, Ranga Reddy Dist. Hyderabad Telangana 500075 India.

Your Role

• Design, implement, and maintain end-to-end ML pipelines for model training, evaluation, and deployment
• Collaborate with data scientists and software engineers to operationalize ML models, serving frameworks (TensorFlow Serving, TorchServe) and experience with MLOps tools
• Develop and maintain CI/CD pipelines for ML workflows
• Implement monitoring and logging solutions for ML models, experience with ML model serving frameworks (TensorFlow Serving, TorchServe)
• Optimize ML infrastructure for performance, scalability, and cost-efficiency

Your Profile

• Strong programming skills in Python (5+ years), with experience in ML frameworks; understanding of ML-specific testing and validation techniques
• Expertise in containerization technologies (Docker) and orchestration platforms (Kubernetes), Knowledge of data versioning and model versioning techniques
• Proficiency in cloud platform (AWS) and their ML-specific services with atleast 2-3 years of experience.
• Strong understanding of DevOps practices and tools (GitLab, Artifactory, Gitflow etc.)
• Experience with monitoring and observability tools (Prometheus, Grafana, ELK stack) and knowledge of distributed training techniques

What you'll love about working here

• We recognize the significance of flexible work arrangements to provide support in hybrid mode, you will get an environment to maintain healthy work life balance
• Our focus will be your career growth & professional development to support you in exploring the world of opportunities.
• Equip yourself with valuable certifications & training programme's in the latest technologies such as MLOps, Machine Learning