Data Scientist/Senior Data Scientist - Gen AI (5 to 10 Years)
At a glance
Senior AI Research role at Fractal. Noida · full-time.
Pay not stated AI Research salary
aimlroles summary, based on the employer's posting.
What you'll do
- Build end-to-end solutions with large language models, taking ownership from initial design through implementation
- Track new work in generative AI and LLMs, then apply relevant research to your solutions
- Create and maintain reusable code libraries, tools and frameworks for generative AI development
- Review code and contribute to quality across design, testing, deployment and ongoing maintenance
- Coordinate with other teams on messaging and roadmaps, and connect software with core-system repositories
What you bring
- Five to ten years of experience, as stated in the role title
- Hands-on NLP experience across areas such as Q&A, chatbots, search or summarization, or experience in computer vision and audio
- Practical generative AI skills with SaaS LLMs, prompt methods, vector databases and a named cloud AI service
- Experience with Python, Docker, Git and a Python web framework such as FastAPI, Django or Flask
Who this fits
This role suits a self-directed data scientist who can take generative AI work through the software lifecycle and collaborate across teams. The listed work locations are Bangalore, Mumbai, Gurgaon, Chennai, Pune, Noida and Hyderabad.
From the employer
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
Location: Bangalore/Mumbai/Gurgaon/Chennai/Pune/Noida/Hyderabad
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:
- 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.
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
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