Senior Data Scientist

Job description

At Capgemini Invent, we believe difference drives change. As inventive transformation consultants, we blend our strategic, creative and scientific capabilities, collaborating closely with clients to deliver cutting-edge solutions. Join us to drive transformation tailored to our client's challenges of today and tomorrow. Informed and validated by science and data. Superpowered by creativity and design. All underpinned by technology created with purpose.Your

RoleDevelop and implement ML/NLP models for various business use cases.Analyze and preprocess data, ensuring quality and security compliance.Collaborate with stakeholders to understand requirements and deliver solutions.Support ML asset creation and contribute to knowledge sharing within the team.Assist in deploying models using ML pipelines and MLOps practices on cloud or on-premises environments.Stay updated with industry trends and propose innovative AI/ML solutions.

Programming Languages

Python (NumPy, Pandas, Matplotlib, Seaborn), SQL.

Databases

RDBMS (MySQL, Oracle), NoSQL (MongoDB, Cassandra)

ML/DL Frameworks

Scikit-learn, TensorFlow, PyTorch.

Big Data Frameworks

Spark (Spark-ML), H2O (basic exposure.

Cloud Platforms

Azure/AWS/GCP (basic experience).

Visualization Tools

Tableau, Power BI.

Gen AI & LLMs

Familiarity with OpenAI GPT, LLaMA, or similar models; experience with LangChain or similar frameworks for RAG Your ProfilePredictive modeling using regression, classification, and ensemble methods.Basic experience with deep learning (CNN, RNN, LSTM) and NLP techniques (sentiment analysis, text classification).Familiarity with clustering, dimensionality reduction, and recommendation systems.Exposure to OCR, speech recognition, or computer vision is a plus.Understanding of model deployment and MLOps concepts.Exposure to Generative AI concepts and building LLM-based applications.

Understanding of RAG pipelines and vector databases.What you will love about working hereWe 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.

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, generative AI, cloud and data, combined with its deep industry expertise and partner ecosystem.