Data Scientist Senior Data Scientist- NLP GenAI

Fractal; Bengaluru; On-site; INR 1,200,000 - 2,400,000; Full time

Job summary

Fractal is seeking a hands-on AI/ML engineer in Bengaluru to design and implement advanced LLM-based solutions. You will own end-to-end development, conduct research on the latest generative AI trends, and build reusable libraries and tools for scalable GenAI workstreams.

The role emphasizes collaboration with cross-functional teams to integrate software across repositories, maintain high code quality, and tackle design and deployment across the full SDLC.

Qualifications

• Hands-on Python skills and Core GenAI Skills are mandatory and will be evaluated during the interviews.
• Design and implement advanced solutions utilizing LLMs.
• Stay informed about the latest developments in generative AI and LLMs.
• Develop and maintain code libraries, tools, and frameworks for gen AI development.
• Engage in end-to-end software development lifecycle from design to deployment.

Responsibilities

• Collaborate with cross-functional teams to align messaging and roadmaps.
• Integrate software into different repositories for core system compatibility.
• Contribute to code reviews and maintain high code quality standards.
• Demonstrate strong analytical and problem-solving skills.

Skills

Python

GenAI

NLP

LLMs

Prompt engineering

Team collaboration

Communication

Education

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

Tools

LangChain

LlamaIndex

Vector databases

TensorFlow

PyTorch

HuggingFace

Azure OpenAI

Google Vertex AI

AWS Bedrock

Docker

FastAPI

Django

Flask

Git

Job description

Job Description

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.

• Hands-on Python skills and Core GenAI Skills are mandatory and will be evaluated during the interviews*

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!