Senior Data Scientist with AI product mindset
Core
Deliver end-to-end AI/ML solutions for clients, translating business objectives into technical requirements and integrating models into product offerings.
Role type
Senior IC data scientist with AI product mindset
Builds
Production AI/ML solutions and analytics products for clients
Domain
International finance, healthcare, pharma, meteorology
Deliverable
production ML models
Required skills
LLM project delivery, machine learning, deep learning, Python, SQL, cloud-based data science tools (AWS/Azure/GCP), core ML libraries (sklearn, LightGBM, torch), NLP, generative AI & LLM frameworks (HuggingFace, transformers, OpenAI), RAG pipeline management, pretraining/fine-tuning concepts
Preferred skills
Databricks, distributed computing, scalable ML, database systems (SQL/NoSQL), ML lifecycle management (MLFlow/wandb), web frameworks (Streamlit/FastAPI/Flask), automation pipelines, API integration, production model deployment, LangChain/LlamaIndex, LLM Agents, prompt engineering, differentiating LLM vs traditional ML use cases
Technologies
AWS SageMaker, AWS Bedrock, Azure, GCP, Jupyter, VSCode, Git, BitBucket, AZ DevOps, HuggingFace, transformers, OpenAI, sklearn, LightGBM, torch, MLFlow, wandb, Streamlit, FastAPI, Flask, Azure Functions, AWS Lambda, Databricks, LangChain, LlamaIndex
Responsibilities
Engage directly with clients to understand business objectives and translate them into technical requirements; Lead pre-sales technical discussions demonstrating solution value; Collaborate with cross-functional teams to integrate AI/ML solutions into product offerings; Provide thought leadership and mentorship within the team; Stay abreast of industry trends and advancements in AI/ML
Seniority
Senior, hands-on IC with mentorship responsibilities