Smartsheet20 дней назад
Sr Principal Data Scientist
Bangalore
Обязанности
- 01Set the technical direction for how Smartsheet uses applied ML and agentic AI across the customer lifecycle
- 02Architect the systems behind the sub-agents
- 03Define the modeling, evaluation, and experimentation standards the team follows
- 04Personally ship the highest-leverage models and sub-agents
- 05Drive technical decisions on the data foundations and knowledge layer sub-agents reason over
- 06Partner with senior Product, Engineering, and Applied AI leaders to shape strategy, roadmap, and investment
- 07Raise the bar for the data science team
- 08Mentor staff and principal data scientists
- 09Review designs, set hiring standards, and grow the org’s modeling rigor
Требования
- 01Bachelor’s degree and 12+ years of experience (or 14+ years of experience)
- 02Advanced degree in a quantitative field (Statistics, CS, ML, Economics, Operations Research, or similar) strongly preferred
- 03Track record of setting technical direction for applied ML and AI work that ships and matters
- 04Deep applied ML expertise across both traditional ML and deep learning
- 05Architect-level grasp of agentic AI systems
- 06Strong grasp of causal inference for intervention design and lifecycle modeling
- 07Solid foundation in statistics and experimental design at scale
- 08Experience operating ML in production at scale
- 09Proficient in SQL and Python
- 10Comfort with ML/LLM tooling at scale (Spark, Databricks, Snowflake, or equivalents)
- 11Experience leading lifecycle modeling work
- 12Business fluency in the SaaS metrics that drive it (NRR, GRR, ARR, and cohort economics)
- 13A pragmatic production bar: latency, cost, monitoring, drift, hallucination, and what happens when the model or sub-agent is wrong
- 14Demonstrated ability to influence senior product and engineering leaders and to mentor staff and principal data scientists
- 15Comfort operating in deep ambiguity
Условия
- 01Full-time position
- 02Based in Smartsheet’s Bengaluru, India office