Data Scientist Offline

Your Technical Skill Set

 

Research expertise in a specific domain

We are looking for depth here. Show us you have spent infinite hours breaking apart something 90% of people likely think is irrelevant.

A PhD is a good start, but spending years working on data for a specific company is just as good.

 

Expertise in video games

Not necessarily in terms of skill proficiency since we have plenty of people with that expertise, but you need to game seriously and understand the vernacular.

 

Self sufficient with analysis tools

You need to be able use your toolset to interact and work closely with engineers in a development environment

Our current team works with: Python, Spark, Kafka, Airflow

Additional experience with SQL, NOSQL databases as well as Anaconda libraries is a plus

 

Here are some things that are a huge plus:

Golang experience

Aerospike experience

Deploying models in Google Cloud

 

Expertise with machine learning

Deep understanding of linear models, decision trees, and neural networks with the goal of finding new ways to apply that knowledge to generate meaningful insights.

Bonus points if this has been the day to day of your thesis for the last few years.

 

What we are expecting from you

 

Deliver data science and data engineering projects from idea to completion

Develop the idea, create a plan, layout the methodology, collaborate with other departments, execute the plan, and provide recommendations based on results.

Here are some examples:

Process games played on a specific patch and identify and bucketise patch related information for different purposes

Enhance our GPI(Gamer Performance Index) algorithm

Create recommendations based on players historical data

Thoroughly document data science processes and code, and develop strategies to ensure they are safe, secure, and reproducible

Visualize data to communicate results and findings to the product teams.

Help us to optimize legacy code and refactor existing data processing pipelines.

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Job unpublished on 5 August 2021

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Countries of Europe or Ukraine
Countries of Europe or Ukraine