Data Scientist_ NLP GenAI_ 3 To 5yrs

Fractal; Gurugram District; On-site; INR 1,200,000 - 2,100,000; Full time

Job summary

Fractal is seeking a Data Scientist to design and implement advanced solutions using Large Language Models. You will take ownership of end-to-end AI projects, explore the latest generative AI techniques, and build libraries and tools to accelerate development.

Collaboration with cross-functional teams will ensure seamless integration across systems. Candidate will work across NLP, computer vision, audio analytics, and cloud-based AI services on Python-based stacks, with a strong emphasis on code

Qualifications

• Hands-on NLP tasks including classification, topic modeling, Q&A and chatbots, search, summarization, and content generation.

Responsibilities

• Design and implement advanced LLM-based solutions.
• Demonstrate ownership and deliver end-to-end projects.
• Stay updated on generative AI developments and deploy innovative models.
• Develop and maintain AI tooling and libraries to support development.
• Participate in code reviews to maintain high code quality.
• Engage in full SDLC from design to deployment and maintenance.
• Collaborate with cross-functional teams to align messaging and integrate software across repos.

Skills

NLP tasks

Q&A chatbots

Topic modeling

Content generation

CV & audio analysis

LangChain

LlamaIndex

Vector databases

Prompt engineering

Azure OpenAI

Google Vertex AI

AWS Bedrock

Azure

AWS

GCP

Python

Docker

FastAPI

Django

Flask

Git

TensorFlow

PyTorch

HuggingFace

Education

BE/B.Tech/M.Tech in CS or related field

Tools

TensorFlow

PyTorch

HuggingFace

Docker

Kubernetes

Python

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.

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!