Experience: Min 3 Years
We are actively seeking a highly skilled and accomplished Data Scientist with a minimum of 3 years of experience. The ideal candidate should have deep understanding in designing and developing applications based on Large Language Models (LLMs). A deep understanding of foundational models, frameworks, and techniques is crucial for success in this role, apply innovative solutions to complex problems. Additionally, expertise in working within cloud computing environments to deploy and manage machine learning models is essential.
Job Responsibilities-
• Design, develop, and implement state-of-the-art generative AI models.
• Collaborate with cross-functional teams to define project goals, research requirements, and deliver innovative solutions.
• Optimize solutions through thorough research, experimentation, and advanced problem-solving techniques.
• Keep up-to-date with the newest developments in generative AI, deep learning, and associated areas, integrating emerging methods into the team’s processes.
• Develop and maintain clear and concise documentation of generative AI models, processes, and results.
• Communicate complex concepts and results effectively to both technical and non-technical stakeholders.
• Provide support and guidance to team members, contributing to a positive and collaborative working environment.
Qualifications-
• Design, development, and deployment of LLM-based applications.
• Proficient coding skills in Python and SQL.
• Solid understanding of ML/DL algorithms, neural networks, and optimization techniques.
• Experience with ML frameworks: TensorFlow, PyTorch, Scikit-learn.
• Thorough understanding of prompt engineering, including refining and optimizing prompts to enhance the outcomes of Large Language Models (LLMs).
• Proficiency in LangChain/llamaindex, Hugging Face Transformers, and vector databases (e.g., Pinecone, Milvus, FAISS).
• Knowledge of vector databases and embeddings.
• Experience in cloud computing platforms: AWS preferred/GCP/Azure.
• Experience with large-scale data processing and distributed computing is a plus.
• API understanding.
Additional Qualifications-
• AWS working understanding e.g. Lambda,Sagemaker.
• Vector databases.
