About this role
The Data Scientist/Senior Data Scientist will design and implement advanced solutions utilizing Large Language Models (LLMs). The role involves taking ownership of end-to-end solutions, conducting research on generative AI developments, and maintaining code libraries and frameworks. Responsibilities include participating in code reviews, managing the full software development lifecycle, and collaborating with cross-functional teams to integrate software into core systems.
Required Qualifications
- B.E/B.Tech/M.Tech in Computer Science or a related technical degree (or equivalent).
- Hands-on Python skills and core GenAI proficiency.
- Experience in NLP (classification, topic modeling, chatbots, search, Document AI, summarization).
- Experience in Computer Vision and Audio (image classification, object detection, segmentation, audio/video analysis).
- Proficiency with SaaS LLMs, vector databases, and prompt engineering techniques (COT, TOT, ReAct, agents).
- Familiarity with open-source LLMs, TensorFlow/PyTorch, Hugging Face, and techniques like quantization, PEFT, and RLHF.
- Experience with cloud platforms (Azure, AWS, GCP).
- Proficiency in Docker, FastAPI/Django/Flask, and Git.
Preferred Qualifications
- Cloud certifications are highly preferred.
Key Competencies:
- Strong analytical and problem-solving skills.
- Excellent communication and teamwork abilities.
- Ability to work in a fast-paced, growth-oriented environment.
Skills for this role
PythonLarge Language Models (LLMs)Natural Language Processing (NLP)Generative AILangChainLlamaIndexVector DatabasesPrompt EngineeringAzure OpenAIGoogle Vertex AIAWS BedrockTensorFlowPyTorchHugging FaceQuantizationPEFTRLHFGPU UtilizationAzureAWSGCPDockerFastAPIDjangoFlaskGitComputer VisionAudio Analysis