11 Oct
|
Capgemini
|
Bengaluru
11 Oct
Capgemini
Bengaluru
Position Summary:
The Data Scientist Generative AI & NLP Specialist will be responsible for designing, developing, and deploying AI models and solutions that meet our business needs. With 4+ years of hands-on Data Science experience and at least 2+ years working in Generative AI, you will bring specialized expertise in LLMs and NLP. Project experience in NLP is a must, and experience in developing AI Agents will be considered a robust plus.
This role suits a creative, analytical, and proactive individual focused on pushing the capabilities of AI within our projects.
Key Responsibilities:
- Develop and implement AI models focused on NLP tasks—such as text classification, entity recognition, sentiment analysis, and language generation.
- Leverage deep knowledge of Large Language Models (LLMs) to design, fine-tune, and deploy high-impact solutions across various business domains.
- Collaborate with cross-functional teams (data engineers, product managers, and domain experts) to define problem statements, build robust data pipelines, and integrate models into production systems.
- Stay current with advancements in Generative AI and NLP; research and evaluate new methodologies to drive innovation and maintain a competitive edge.
- Build, test, and optimize AI agents for automated tasks and enhanced user experiences where applicable.
- Ensure the integrity and quality of data throughout the model development lifecycle, including data preprocessing, feature engineering, and model validation.
- Communicate complex technical findings effectively to stakeholders through presentations, reports, and visualizations.
- Maintain documentation for all models, processes, and experiments, following best practices in version control and reproducibility.
Required Qualifications:
- B.S./M.S. or Ph.D. in Computer Science, Data Science, Statistics, Mathematics, or a related quantitative field.
- Minimum of 4 years of professional experience in Data Science, with a proven track record of applying machine learning or AI techniques to real-world problems.
- At least 2 years of specialized experience in Generative AI, with demonstrable hands-on experience working with LLM architectures (e.g., GPT, BERT, etc.).
- Strong project experience in Natural Language Processing (NLP), including building and deploying NLP models in production environments.
- Proficiency in Python and relevant libraries (TensorFlow, PyTorch, Hugging Face Transformers, Scikit-learn, etc.).
- Experience with data management, model versioning, and workflow orchestration tools.
- Excellent problem-solving skills and the ability to work independently and collaboratively in a fast-paced environment.
Preferred Qualifications:
- Hands-on experience developing AI Agents or autonomous systems.
- Familiarity with cloud platforms (AWS, Google Cloud, Azure) for scalable model deployment.
- Exposure to reinforcement learning frameworks and techniques.
- Experience with DevOps/MLOps practices for robust model deployment and monitoring.
📌 Here is an Exciting Opportunity - Data Scientist - Gen AI (Bengaluru)
🏢 Capgemini
📍 Bengaluru