Data Scientist / Senior Data Scientist- NLP GenAI
At a glance
Senior AI Research role at Fractal. Bengaluru · full-time.
Pay not stated AI Research salary
aimlroles summary, based on the employer's posting.
What you'll do
- Build and deliver solutions that use large language models, taking them from initial design through ongoing support
- Research new developments in generative AI and maintain shared code, tools and frameworks for this work
- Review code and take part in testing, deployment and maintenance across the software development lifecycle
- Coordinate with other teams on messaging and roadmaps, then connect software with repositories used by core systems
What you bring
- A degree in computer science or a related technical area, or an equivalent qualification
- Practical NLP experience spanning areas such as topic modeling, chatbots, search or document processing
- Hands-on experience with generative AI platforms, prompt techniques, vector databases and open-source LLM tooling
- Working knowledge of Python, Docker, a Python web framework, Git and at least one major cloud platform
Who this fits
This role suits a data scientist who can take initiative and deliver LLM solutions end to end, while collaborating with other teams. The posting gives locations across Bangalore, Pune, Mumbai, Gurgaon and Chennai.
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/ 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.
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
Not the right fit? Let us know you're interested in a future opportunity by clicking Introduce Yourself in the top-right corner of the page or create an account to set up email alerts as new job postings become available that meet your interest!