Data scientist - Lahore, Pakistan - Tajir App

    Tajir App
    Tajir App Lahore, Pakistan

    3 weeks ago

    Default job background
    About Tajir Our mission is to make the retail economy of Pakistan radically more efficient. Stores in Pakistan have been buying products in the same way for nearly a century.

    Why should 20 trucks deliver to the same store in a single day? Why do salespeople waste fuel to collect orders on scraps of paper? Why do store owners wait restlessly for someone to visit once a week to collect an order?Tajir is a radical break from the past.

    We offer an app where stores can buy everything they need, delivered reliably the next day.

    We drastically reduce the number of vehicles on the road with efficient, centralized delivery, so both store owners and manufacturers enjoy higher profits.

    With $150 B of purchases made by retailers annually, even modest efficiency gains have an outsized economic impact.

    We are backed by Kleiner Perkins (early investors in Google, Amazon) and Y Combinator (early investors in Coinbase, Airbnb, Dropbox).

    Learn more about us on Forbes and Geo News. What you'll do1) Design supply chain algorithms. We are obsessed with optimization. Every.01% of efficiency translates into millions saved in aggregate for our customers.

    Data scientists at Tajir are involved with some of our trickiest problems:
    what is the best way to allocate work to order pickers? What is the ideal path for a vehicle to travel? How much inventory should we hold across our logistics network?2) Find answers in data. What are common features of our strongest customers? What products are bought together? Where is our delivery operation weakest? Your role is to answer novel questions by diving head first into data.3) Enable data-driven decisions. If it takes a week to answer a data question, people will make poor decisions using instinct and superstitions. Your job is to ensure this does not happen by facilitating rapid answers to all data queries. What we are looking for You are humble. You treat others with the same kindness, patience, and respect, regardless of seniority, class, or gender. You have an extreme attention to detail. No imperfection escapes your discerning eyes. You care deeply about writing beautiful code. You are tired of working on teams with spaghetti code.

    You are excited at the chance to meet our customers, to learn from them and help us decide what to build next.

    Requirements1 or more years of full-time experience where writing SQL is 75% of your job. Elite SQL querying skills. You are a master of complex joins, CTEs, LIMIT, OFFSET, GROUP BY, HAVING, and more. Experience with non-querying parts of SQL such as DDL, procedures, and indexes. Experience with any non
    • SQL programming language.
    Understanding of the pros and cons of relational databases (e.g. Postgres) vs columnar databases (e.g. Big Query). Nice to have Experience with Python, Pandas, and Jupyter notebooks. Strong math foundation through a Physics, Math, or Statistics degree. You have built something cool outside of university or professional life. You have made a substantial contribution to open source code. You have interviewed one of our customers in person (you'll find them in any market in Lahore). Our tech stack We do not screen candidates by their experience with a specific tech stack.

    If you are a great engineer, you can adopt any new tools easilyThat said, because everyone asks – our Android app is built with Java and Kotlin using an MVVM Clean architecture.

    Our back end is built with Python and Flask and deployed to Google Cloud as Docker images. We use Postgre SQL for transactional data, and Big Query for analytical data.

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