Software Engineer II
Core
Leverage theory, data, and research to solve business problems by building AI solutions, developing predictive models, and creating dashboards to inform operations and go-to-market strategy.
Role type
Senior IC data scientist / machine learning engineer
Builds
Production-ready data pipelines, predictive models, and analytics dashboards for Product, Sales, Marketing, Finance, and HR functions
Domain
B2B SaaS / Data Science & Machine Learning
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL, statistical analysis, predictive modeling, data visualization, cloud data platforms, distributed processing
Preferred skills
MLOps practices, model monitoring, drift detection, CI/CD for ML, presenting to senior audiences
Technologies
Snowflake, Databricks, Google Cloud Platform, Tableau
Responsibilities
Own R&D projects end-to-end from scoping to deployment; translate business questions into well-defined problems with KPIs; design and conduct statistical analyses and build robust predictive models; design and implement production-ready pipelines for large-scale datasets; write modular, tested, and documented code; participate in code and design reviews; share knowledge and provide guidance to junior colleagues
Seniority
Mid-level IC (2+ years experience)