Data Scientist - Experimentation, Remote

We run one of the larger SaaS platforms for commercial insurance carriers, processing millions of policy transactions a year. Karachi Software employs 480 people across engineering hubs in Karachi and three other locations, building ERP software for mid-market manufacturers.

Overview

Looking for a Data Scientist - Experimentation, Remote who wants to stay somewhere for a while. This hire will own our demand forecasting models and the process for keeping them accurate as conditions change. Expect messy, real data and a fair amount of time on feature engineering and validation. You can work from home anywhere in Pakistan. We have no office requirement. Flexible hours with a daily team call in the morning. You will need a stable internet connection and a backup power source (UPS or inverter).

What you'll do

• Review peers' analyses for statistical correctness.
• Partner with data engineering on feature tables and data quality.
• Segment customers and build churn and lifetime value models.
• Estimate causal effects with difference-in-differences, propensity matching or regression discontinuity.
• Package reusable code instead of leaving it in one-off notebooks.
• Work with ML engineers to move models into production and monitor drift.

Required qualifications

• MS or PhD in statistics, economics, computer science, physics or another quantitative field, or a BS plus equivalent experience.
• Data visualization in matplotlib, seaborn, Plotly or a BI tool.
• Solid grasp of statistical inference, regression and experimental design.
• Ability to communicate uncertainty and tradeoffs to non-technical audiences.

Nice to have

• Causal inference beyond A/B testing.
• Spark for large datasets.

Salary range: PKR 195,000 - PKR 250,000 per month

Benefits

• Medical insurance.
• Provident fund.
• Paid leave.
• Two bonuses a year.
• Life insurance.

Please submit your CV in English.

Let us know your current notice period and salary expectations.

Start: Flexible.

Demo job created on 11jobs for testing and demonstrations. It is not an actual opening at Karachi Software (Pvt.) Ltd..