MLOps Engineer

Capgemini

6 - 11 years

15 - 30 Lacs

hyderabad pune bengaluru

Posted:1 day ago| Platform:

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Skills Required

python cloud platform machine learning ml artifactory kubernetes continuous integration maven openshift ci/cd microsoft azure docker ansible amazon ec2 git java grafana linux jenkins gitlab terraform prometheus aws engineering design

Work Mode

Hybrid

Job Type

Full Time

Job Description

Fill below mandatory link.

https://forms.office.com/e/JqepnUV3Cv

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 youll love about working here

We recognise 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 programmes in the latest technologies such as MLOps, Machine Learning

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