Senior Data Scientist & Engineer
Core
Building the data infrastructure, analysis pipelines, and ML models for an AI-powered global HR compliance agent (G-P Gia) to serve legal and HR teams.
Role type
Senior IC Data Scientist & Engineer (Data Science + Engineering + Product Analytics)
Builds
G-P Gia, an AI agent providing instant HR compliance guidance and document generation.
Domain
SaaS / Global Employment Platform / Legal & HR Compliance
Deliverable
production ML models | product features | dashboards & analysis
Required skills
SQL, Python, Databricks (or Snowflake/BigQuery), LLM fine-tuning and RAG, traditional ML (classification, clustering, NLP), pipeline engineering, product analytics, A/B testing, causal analysis
Preferred skills
Early-stage startup experience, building product analytics from scratch, Legal/HR domain knowledge, LLM evaluation and observability, dbt, Airflow/Dagster, Spark
Technologies
Databricks, Snowflake, BigQuery, Python, SQL, dbt, Airflow, Dagster, Spark
Responsibilities
Build and own scalable data infrastructure (pipelines, warehousing, ETL/ELT); Analyze product usage and user behavior to identify patterns; Build and ship LLM-based and traditional ML models; Define and track key product metrics (activation, retention, PQLs); Run experiments (A/B tests, cohort studies) to measure impact; Translate data insights into product decisions and GTM strategies
Seniority
Senior, hands-on IC
