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MLOps Engineer @ Capgemini Technology

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 MLOps Engineer

Job Description

    MLOps Engineer

    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, 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 

    Your Profile

    • 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

    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 programs in the latest technologies such as MLOps, Machine Learning

     

Employement Category:

Employement Type: Full time
Industry: IT Services & Consulting
Role Category: General / Other Software
Functional Area: Not Specified
Role/Responsibilies: MLOps Engineer

Contact Details:

Company: Capgemini Technology
Location(s): Bengaluru

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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 ...