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Pearson (Senior) Data Scientist in Poznan, Poland

(Senior) Data Scientist

Description

Summary

We are looking for a Data Scientist to join Pearson’s AI Products and Solutions team. Our mission is to enable the development of AI-first, outcome-driven products to improve learning experiences. Learn more about the team at aipearson.pl.

The position provides the opportunity to engage in cutting-edge research in a highly-collaborative environment that feels more like a startup than a big company. You will prototype and implement data-driven products and services that will have an impact on millions of learners around the globe.

This position requires a broad set of skills around statistical modelling and machine learning. Ideally, you should have experience with various types of ML algorithms. Most importantly, you need to be self-sufficient and comfortable with balancing the uncertainty, complexity and ambiguity of research with the need for predictable, incremental software development.

Responsibilities:

  • Designing, implementing, evaluating, and improving statistical models and machine learning algorithms (classic and deep neural networks)

  • Evaluating promising technologies (e.g. frameworks, libraries, third-party integrations)

  • Staying up to date with the state of ML applications in education (esp. adaptive learning and predictive learning analytics)

  • Creating technical documentation, incl. patent applications

  • Sharing your work results internally and externally (e.g. talks and workshops at conferences and meetups, journal publications)

  • We work in agile teams in which members can wear many hats, so besides building models, you’ll also have the opportunity to work on other project aspects, e.g. designing efficient solutions for large-scale data processing, operationalizing and optimising models, etc.

Qualifications

Key

  • Good knowledge of statistics and machine learning theory

  • Experience with applied statistics and machine learning

  • Experience with ML frameworks, esp. Keras and/or TensorFlow

  • Proficiency in Python and data wrangling

  • Proficiency in SQL and relational databases

  • Proficiency with Linux or Unix-like systems

  • Experience with working in a diverse, remote, asynchronous team

  • Proficiency in written and spoken English

Preferred

  • Experience with psychometric models

  • Proficiency with Git-based code review

  • Knowledge of best practices for software engineering

  • Experience with cloud data processing, preferably on AWS or GCP

  • Experience with big data processing frameworks, e.g. Spark

  • Experience with other programming languages, e.g. C , Scala, Go

  • Experience with Docker

  • Experience with Jupyter Notebook

Primary Location: PL-PL-Poznan

Work Locations: PL-Poznan-77 Dabrowskiego Dabrowskiego Street Noble Tower 60-529 Poznan 60-529

Job: Research and Development

Organization: Global Product

Job Type: Standard

Shift: Day Job

Job Posting: Apr 30, 2020

Job Unposting: Ongoing

Schedule: Full-time Regular

Req ID: 2003938

Pearson is an Equal Opportunity and Affirmative Action Employer and a member of E-Verify. All qualified applicants, including minorities, women, protected veterans, and individuals with disabilities are encouraged to apply.

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