Capgemini

MLOps Engineer | 6 to 12 years | PAN India

Posted On

Dec. 19, 2024

Location

Pune, Maharashtra

Experience Level

Experienced Professionals

Job Type

Permanent

Apply By

Feb. 5, 2025

Job Description

Capgemini Invent

Capgemini Invent is the digital innovation, consulting and transformation brand of the Capgemini Group, a global business line that combines market leading expertise in strategy, technology, data science and creative design, to help CxOs envision and build what’s next for their businesses.

Your Role

Collaborate with MLOps Architect to implement the MLOps lifecycle project
Understand key objectives and requirements of the MLOPs project and prioritizing to meet deliverable work
Identify and evaluate the best tools and assemble the team of engineers and developers to work on it
Apply problem solving approach to prototype and/or plan scaling in production
Engage with Data scientist, Data engineers and others to set up end to end ML pipelines
Build, Test, Deploy & Monitor ML pipelines
Implement MLOps risk mitigation strategies and test validation MLOps patterns
Apply responsible AI/ML Modeling approach to build AI solutions

Your Profile

MLOps Engineers/Architects who can design ML system, create data pipeline, build and deploy ML models on cloud as well as on-promises environment.
Hands-on experience with ML frameworks, libraries, agile environments, and deploying machine learning solutions using DevOps principles
Strong programming and coding languages such as Python, SQL, Java, C++, R, JavaScript , etc.
Experience with machine learning frameworks, libraries and packages like Tensorflow, Keras, PyTorch, scikit-learn, NumPy, Pandas, etc.
Good understand on the tools serving different purposes in the MLOps pipelines, including Continuous Integration servers, Configuration management, Deployment automation, Containers, Infrastructure Orchestration, Monitoring and analytics, Testing and Cloud Quality tools, as well as network protocols
Strong experience with LLM frameworks and libraries, such as Hugging Face Transformers, LangChain, or OpenAI API.

What you will love about working here

We recognize the significance of flexible work arrangements to provide support. Be it remote work, or flexible work hours, you will get an environment to maintain healthy work life balance.
At the heart of our mission is your career growth. Our array of career growth programs and diverse professions are crafted to support you in exploring a world of opportunities.
Equip yourself with valuable certifications in the latest technologies such as Generative AI.

About Capgemini

Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, cloud and data, combined with its deep industry expertise and partner ecosystem. The Group reported 2023 global revenues of €22.5 billion.

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