Data Scientist - NLP and Generative AI Specialist

Fractal Analytics Private Limited; Bengaluru; On-site; INR 1,200,000 - 2,100,000; Full time

Job summary

Fractal Analytics Private Limited is hiring a Data Scientist to design and implement advanced AI solutions leveraging Large Language Models and generative AI capabilities. You will own end-to-end development from research to deployment, collaborating with cross-functional teams to align roadmaps and integrate AI into core systems.

The role requires hands-on NLP, CV and audio analytics, cloud proficiency, and strong coding skills in Python.

Qualifications

• Hands-on NLP use cases: classification, topic modeling, Q&A and chatbots, search, summarization.
• CV and audio analysis tasks: image classification, object detection, segmentation, audio/video analysis.
• Proficiency in Python and ML tooling; cloud platforms knowledge; experience with model deployment.

Responsibilities

• Design and implement LLM-based solutions and end-to-end generative AI projects.
• Stay informed on the latest generative AI developments and apply them to business needs.
• Develop and maintain libraries, tools, and frameworks for AI development.
• Participate in code reviews and ensure high code quality across the team.
• Collaborate with cross-functional teams to align roadmaps and integrate software across repos.

Skills

NLP

CV & Audio

Generative AI

Cloud Platforms

Python

Docker

APIs (FastAPI/Django/Flask)

Education

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

Tools

TensorFlow/PyTorch

HuggingFace

Azure OpenAI

Google Vertex AI

AWS Bedrock

LangChain

Vector Databases

Git

Job description

Data Scientist

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 Title

Data Scientist

Job Location

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

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.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!