Data Scientist
Aven
PythonSQL
AI/ML Engineer
Cockroach Labs
full-time
Posted on:
Location Type: Hybrid
Location: Bangalore • 🇮🇳 India
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
PythonSQL
About the role
- Scale AI Agents and own classical ML projects across the company, with special focus on Revenue
- Ensure data platforms (Looker and Snowflake) are AI-ready and enable safe, reliable agent access to structured data
- Lead Predictive Modeling and Machine Learning projects, particularly within the Revenue organization
- Work with the Head of Data Science to design and evaluate a framework for incorporating Generative AI into the data platform
- Design and implement reusable tools and frameworks for building and deploying agents
- Identify and execute high-priority AI workflows and agents with internal partners
- Build Deal Health models and automate revenue forecasting using techniques such as Logistic Regression, Random Forests, and XGBoost
- Build pipelines to monitor model performance, tracking metrics like precision at K and F1 score
- Onboard, build stakeholder relationships, and drive the ML/AI roadmap for Cockroach Labs' Revenue organization
- Report to David Welgus, Senior Manager of Data Science
Requirements
- 5+ years of data science, machine learning, and advanced analytics experience in high velocity, high-growth companies
- Experience collaborating with and understanding the needs of stakeholders from a variety of business functions
- Strong coding skills in at least one general-purpose language, preferably Python, and familiarity with software engineering principles around testing, code reviews, and deployment
- Proficient in data analysis using tools like Python, R, and SQL
- BS, MS or Ph.D. in quantitative fields (e.g., Statistics, Math, Computer Science, Physics, Economics, Operations Research)
- Experience or familiarity ensuring data platforms (Looker and Snowflake) are AI-ready
Benefits
- Medical Insurance
- Flexible Time Off
- Paid Holidays
- Paid Parental Leave
- Mental Wellbeing Benefits
- And more!
ATS Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningpredictive modelingdata analysisLogistic RegressionRandom ForestsXGBoostPythonRSQLdata platforms
Soft skills
stakeholder relationshipscollaborationcommunicationleadershiporganizational skills
Certifications
BS in StatisticsMS in StatisticsPh.D. in StatisticsBS in MathMS in MathPh.D. in MathBS in Computer ScienceMS in Computer SciencePh.D. in Computer ScienceBS in Physics
