Enterprise Data Scientist
Core
Lead end-to-end data science and agentic AI solutions for complex enterprise customer needs across the Asia-Pacific region, focusing on Generative AI, NLP, and production-grade system integration.
Role type
Senior IC Enterprise Data Scientist (AI/ML/NLP)
Builds
Production-grade agentic AI systems, POCs, and integrated AI/ML solutions for enterprise clients.
Domain
Enterprise Technology / Financial Services / Generative AI
Deliverable
production ML models | product features | client delivery
Required skills
Generative AI, Natural Language Processing (NLP), Agentic AI workflows, Retrieval-Augmented Generation (RAG), Large Language Model (LLM) fine-tuning, Cloud platform deployment, Python, Distributed data systems, Data pipeline orchestration, Model evaluation and observability
Preferred skills
Multi-agent orchestration, Prompt engineering, Responsible AI governance, Financial sector domain knowledge, Data visualization
Technologies
LangGraph, AutoGen, CrewAI, Model Context Protocol (MCP), Hugging Face, PyTorch, TensorFlow, JAX, Azure, AWS, GCP, Apache Spark, Kafka, Airflow, Pinecone, Weaviate, Elasticsearch, LangSmith, RAGAS, Arize, Tableau, Power BI, Plotly
Responsibilities
Lead and execute complex customer engagements involving AI/ML solution design and deployment; Design and implement agentic AI systems and RAG pipelines; Mentor junior team members; Lead technical design and customer presentations for advanced data science concepts; Drive adoption of advanced AI technologies and scaling strategies.
Seniority
Senior, hands-on IC with leadership responsibilities
