Lead Data Analyst
Role Overview
Lead reporting and operations data science work in the ABGD group.
Manage intake, A/B testing, sales funnel analysis, and data insight delivery using Python.
The role prioritizes rigorous hands-on data science and applied ML over Generative AI experience.
Key Skills for This Role
Full Job Posting
Role Overview
Lead reporting and operations data science work in the ABGD group.
Manage intake, A/B testing, sales funnel analysis, and data insight delivery using Python.
The role prioritizes rigorous hands-on data science and applied ML over Generative AI experience.
What You'll Do
- Partner with senior stakeholders to frame business problems as data science questions and scope actionable solutions.
- Conduct exploratory data analysis to uncover patterns, validate assumptions, and identify modeling approaches.
- Build, validate, deploy, monitor, and maintain machine learning models end to end.
- Optimize existing models for accuracy, robustness, and business impact.
- Write production-ready Python and SQL code.
- Work with large-scale data using AWS SageMaker, Redshift or Snowflake, and S3.
- Challenge assumptions, validate results, and ensure models address the actual business problem.
- Present findings and recommendations clearly to technical and non-technical stakeholders.
Must-Have Skills
- Have 5–7 years of hands-on data science or applied ML experience.
- Demonstrate strong critical thinking, problem solving, and exploratory data analysis skills.
- Be proficient in Python, including pandas, numpy, and scikit-learn, and SQL.
- Have experience with AWS SageMaker model building, training, and deployment.
- Have hands-on experience with Redshift or Snowflake and S3.
- Have delivered models from concept to production and maintained them over time.
- Translate business problems into data science solutions and communicate results effectively.
Good to Have
- Exposure to Generative AI, including LLMs, prompt engineering, RAG, and fine-tuning, is a plus.
In-Office Collaboration
- Work in the office at least 3 days per week with flexibility to work from home 2 days per week.
- Some roles may require additional in-office time or different in-office expectations.
Employment and Timings
- This is a full-time role.
- Working hours are 2:00 p.m. to 10:30 p.m.
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