MLOps Engineer
- Capgemini Technology
- 5 Positions
- Bengaluru
- 5 months ago
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Job Description
- 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, Torch Serve) and experience with ML'Ops 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, Torch Serve)
- Optimize ML infrastructure for performance, scalability, and cost-efficiency
- Strong programming skills in Python, 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
- Strong understanding of DevOps practices and tools (GitLab, Artifactory, Git flow etc.)
- Experience with monitoring and observability tools (Prometheus, Grafana, ELK stack) and knowledge of distributed training techniques
- 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 programs in the latest technologies such as MLOps, Machine Learning
MLOps Engineer
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What you'll love about working here
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: General / Other SoftwareFunctional Area: Not SpecifiedRole/Responsibilies: MLOps EngineerContact Details:
Company: Capgemini TechnologyLocation(s): Bengaluru+ View Contact
Keyskills: artifactory gitlab
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₹ 6 to 11 Yr
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Capgemini Technology
Capgemini Technology Services India Limited Capgemini in India is over 85,000 people strong across nine cities (Mumbai, Bangalore, Gurgaon, Noida, Gandhinagar, Hyderabad, Pune, Kolkata and Chennai - Trichy and Salem). A pioneer in the IT industry, Capgemini has over 45 years of global expertise ...
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