Data Scientist- Gen AI

Fractal Analytics Ltd.; Bengaluru; On-site; INR 1,500,000 - 2,200,000; Full time

Job summary

Fractal Analytics Ltd. in Bengaluru is seeking professionals to design and implement advanced LLM-based solutions across NLP, CV, and generative AI tasks.

You will own end-to-end projects, conduct research on最新 generative AI developments, and build scalable tools and libraries for deployment in cloud environments. The role requires hands-on experience with SaaS/LMMs, open-source models, and modern ML frameworks, plus strong collaboration across cross-functional teams to drive roadmaps and

Qualifications

• Hands-on experience with NLP use cases such as classification, topic modeling, QA and chatbots.
• Experience in CV tasks like image classification, object detection and image generation.
• Hands-on Generative AI with SaaS LLMs and open-source models; familiar with PEFT, RLHF, quantization.

Responsibilities

• Design and implement advanced solutions utilizing Large Language Models (LLMs).
• Demonstrate initiative by owning end-to-end solutions.
• Research and stay updated on generative AI developments.
• Develop and maintain code libraries, tools, and frameworks for generative AI.
• Participate in code reviews and maintain high code quality.
• Engage in full software development lifecycle from design to deployment.
• Collaborate with cross-functional teams to align messaging and roadmaps.

Skills

NLP

Computer Vision

Generative AI

Cloud platforms

Python

Docker

APIs

Tools

LangChain

LlamaIndex

Vector Databases

Azure OpenAI

Google Vertex AI

AWS Bedrock

TensorFlow

PyTorch

Docker

FastAPI

Git

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.

Responsibilities:

• 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.

Primary 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. AND/OR
• Computer Vision and Audio: Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.
• Generative AI:
  • o 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.
  • o 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.

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

At Fractal, towards our goal of “powering every human decision in the enterprise”, our partnerships and alliances help in creating and delivering a compelling suite of solutions to unlock value. We partner with companies from around the globe, leaders in their respective fields. With Fractal’s expertise in artificial intelligence, design, engineering, and digital transformation, combined with the data, technology, and software platforms from our partners, we create cutting-edge solutions to problems in the business world. We understand how critical and timely decision triggers, and information, empower our clients to create, unlock, deliver, and realize value. Together with our partners, our goal is to serve each client in their end-to-end data-to-decision journey.