CapsLock is seeking a Data Scientist to build predictive models and provide insights for lead generation. The role involves developing ML pipelines, feature engineering, and collaborating with marketing teams. The ideal candidate has 3+ years of experience and strong statistical skills.
Responsibilities
Leverage agentic AI-assisted development tools throughout the workflow.
Design, develop, and deploy machine learning models to segment and score landing page visitors based on intent and lead quality.
Engineer predictive features from raw user behavior data.
Build and maintain real-time scoring pipelines for dynamic postback signals.
Collaborate with marketing and analytics teams to define quality/intent tiers.
Conduct exploratory data analysis and experimentation.
Monitor and iterate on model performance.
Contribute to forecasting and budget projection initiatives.
Communicate findings to cross-functional stakeholders.
Support data-driven decision-making with statistical rigor.
Requirements
3+ years of experience in data science, machine learning, or related quantitative role.
Comfortable working in agentic AI-assisted development environments (e.g., Cursor, ClaudeCode, Antigravity).
