Data Scientist Senior Data Scientist- NLP GenAI
Job Summary
Its fun to work in a company where people truly BELIEVE in what they are doing!
Were committed to bringing passion and customer focus to the business.
*Hands-on Python skills and Core GenAI Skills are mandatory and will be evaluated during the interviews*
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/ in Computer Science or related technical degree OR Equivalent.
If you like wild growth and working with happy enthusiastic over-achievers youll enjoy your career with us!
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Required Experience:
Senior IC
About Company
Fractal Analytics helps global Fortune 100 companies power every human decision in the enterprise by bringing analytics and AI to the decision.