05 Aug
|
UsefulBI
|
Bengaluru
05 Aug
UsefulBI
Bengaluru
Job Description
We are seeking a Senior Data Scientist / Gen AI Developer who is passionate about transforming raw data into intelligent business insights and building AI models that solve real-world problems. In this role, you'll work across the entire data science lifecycle from exploratory analysis and statistical modelling to deploying advanced LLM-based and Generative AI solutions.
You will be at the forefront of building AI-powered products across domains like healthcare, life sciences, finance, and enterprise analytics, with a focus on real-world impact and scalable architecture.
Responsibilities
- Develop and deploy applications using Large Language Models (LLMs) like GPT-4 Claude, LLaMA, and Gemini.
- Build GenAI-powered tools such as AI report generators, contextual chatbots, summarisation engines, and semantic search applications.
- Design, optimise, and evaluate prompts tailored for various use cases and user personas.
- Implement and enhance Retrieval-Augmented Generation (RAG) workflows for improved relevance and accuracy.
- Fine-tune and customise foundation models using techniques like LoRA, PEFT, and prompt-tuning.
- Evaluate and monitor model performance on accuracy, latency, and business-specific KPIs.
- Apply NLP techniques such as entity recognition, topic modelling, summarisation, sentiment analysis, and question answering.
- Work with libraries and frameworks such as Hugging Face Transformers, Lang Chain, spa Cy, and NLTK.
- Deploy GenAI applications using cloud platforms like AWS Bedrock/Sage Maker, GCP Vertex AI, or Azure OpenAI.
- Build scalable and secure inference pipelines integrated with backend systems and APIs.
- Use tools like MLflow and Docker for model lifecycle management and MLOps best practices.
- Collaborate with cross-functional teams including product managers, data engineers, and designers to align AI outputs with business needs.
- Continuously experiment with new GenAI models, tools, and research to keep the solutions cutting-edge.
Requirements
- 7+ years of experience as a Data Scientist with valuable experience in Generative AI or LLM-based applications.
- Strong expertise in Python and libraries like Pandas, Num Py, Scikit-learn, Tensor Flow, and PyTorch.
- Experience in end-to-end ML lifecycle including model development, validation, and deployment.
- Solid understanding of statistics, probability, and data modelling.
- Experience with NLP libraries (NLTK, spa Cy, Hugging Face Transformers).
- Hands-on experience with GenAI tools: OpenAI APIs, Lang Chain, RAG, LLM fine-tuning.
- Experience with SQL and at least one NoSQL database.
- Familiarity with cloud platforms (AWS, GCP, Azure) and version control (Git).
- Strong communication skills with the ability to explain complex models to non-technical audiences.
This job was posted by Moditaa Dant from UsefulBI.
📌 Gen AI Developer (Bengaluru)
🏢 UsefulBI
📍 Bengaluru