Data Scientist

Fractal Analytics Private Limited; Bengaluru; On-site; INR 2,500,000 - 4,000,000; Full time

Job summary

Fractal Analytics Private Limited in Bengaluru seeks a Senior Data Scientist/Data Scientist to design and implement NLP and GenAI solutions across multiple cities. You will own end-to-end projects, from ideation and research to deployment and maintenance, driving impact with state-of-the-art NLP, CV, and audio capabilities.

The role requires strong analytical skills, excellent communication, and the ability to work effectively in a team.

Qualifications

• Experience applying NLP to real-world use cases.
• Strong communication and teamwork skills.
• Experience with end-to-end ML development lifecycle.

Responsibilities

• Design and implement advanced NLP/GenAI solutions using LLMs.
• Conduct research on generative AI and keep abreast of new developments.
• Develop and maintain code libraries, tools, and frameworks for GenAI.
• Participate in code reviews and maintain high code quality standards.
• Engage in the full software development lifecycle from design to deployment and maintenance.
• Collaborate with cross-functional teams to align messaging and roadmaps.

Skills

NLP tasks

CV & Audio

Generative AI

Cloud platforms

Python

Docker

APIs

Prompt engineering

Education

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

Tools

LangChain

LlamaIndex

Vector databases

PyTorch

TensorFlow

HuggingFace

Azure OpenAI

AWS Bedrock

Vertex AI

Job description

Data Scientist/ Senior Data Scientist- NLP GenAI 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:

Senior Data Scientist/ Data Scientist

Job Location:

Bangalore, Pune, Mumbai, Gurgaon, Chennai

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.

Experience Level:

Senior Level

Company Culture:

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