Data Scientist - NLP and Generative AI Specialist

Careers; Bengaluru; On-site; INR 1,200,000 - 2,500,000; Full time

Job summary

Careers is seeking a Data Scientist with 3 to 5 years of hands-on experience in NLP and Generative AI. The role involves designing solutions using LLMs and building end-to-end AI products, with a focus on scalable pipelines and collaboration with cross-functional teams.

You will work on NLP use cases, document AI and chatbots, leveraging Azure OpenAI, Vertex AI or AWS Bedrock, and popular frameworks. A strong Python background and cloud experience are essential for success.

Qualifications

• Hands-on NLP with use case classification, topic modeling, Q&A and chatbots.
• Experience with LLMs, generative AI, and document AI workflows.
• Strong analytical and problem-solving abilities; team collaboration.

Responsibilities

• Design and implement solutions using Large Language Models (LLMs).
• Own end-to-end generative AI development and deployment tasks.
• Contribute to code reviews and maintain high-quality code.
• Collaborate with cross-functional teams to align roadmaps and integration.
• Stay informed on the latest AI developments and apply them to projects.

Skills

NLP expertise

Generative AI

Cloud platforms

Python programming

Docker

APIs and frameworks

Education

B.E./B.Tech or M.Tech in CS or related

Tools

Azure OpenAI

Google Vertex AI

AWS Bedrock

TensorFlow/PyTorch

huggingface

FastAPI/Django/Flask

Job description

Job Title

Data Scientist

Job Location

Bangalore, Pune, Mumbai, Gurgaon, Chennai, Hyderabad, Coimbatore

Data Scientist_ NLP GenAI_ 3 to 5yrs It's fun to work in a company where people truly BELIEVE in what they are doing! We're committed to bringing passion and customer focus to the business.

Job Description

Design and implement advanced solutions utilizing Large Language Models (LLMs). Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions. Conduct research and stay informed about the latest developments in generative AI and LLMs. Develop and maintain code libraries, tools, and frameworks to support generative AI development. Participate in code reviews and contribute to maintaining high code quality standards. Engage in the entire software development lifecycle, from design and testing to deployment and maintenance. Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility. Possess strong analytical and problem-solving skills. Demonstrate excellent communication skills and the ability to work effectively in a team environment.

Technical Skills

• Natural Language Processing (NLP): Hands-on experience in use case classification, topic modeling, Q&A and chatbots, search, Document AI, summarization, and content generation.
• Computer Vision and Audio: Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.
• Generative AI: Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents).
• Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text/audio/image/video modalities.
• Familiarity with Open-source LLMs, including tools like TensorFlow/Pytorch and huggingface.
• Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.
• Cloud: Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.
• Application Development: Proficiency in Python, Docker, FastAPI/Django/Flask, and Git.

Education

B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent.