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Data Scientist
Posted on 3/22/2022
INACTIVE
Locations
London, UK
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Data Science
C/C++/C#
Git
Keras
Management
Pytorch
Research
SQL
Tableau
Tensorflow
Python
Looker
Requirements
  • Bachelor's degree or higher in Computer Science/related subject and/or equivalent professional experience
  • Exceptional analytical, quantitative, problem-solving, and critical thinking skills
  • Strong data management and coding skills in SQL and Python
  • Experience using BI/data visualisation platforms such as Looker, Microstrategy, Tableau
  • Experience using deep learning frameworks such as Tensorflow, Keras, Pytorch
  • Experience applying data science techniques in a commercial environment, including supervised and unsupervised machine learning, time-series forecasting and other statistical analyses
  • Strong communication and interpersonal skills
  • Desire to collaborate and to develop strong and positive team relationships
  • Attention to detail, organisational skills, and a strong work ethic
  • 3+ years professional experience performing self-directed analysis work
  • Basic understanding of x64 assembly
  • Strong debugging skills
  • Experience with C/C++
  • Experience with crash reporting systems, especially those used on PlayStation
  • Experience in game development on PlayStation platforms and/or PC
  • Experience working with version control system platforms such as GitHub
  • Experience in game engine development and graphics programming
  • Development experience on full stack web applications
  • Experience with AWS, especially with ML workloads
Responsibilities
  • Use techniques such as ML to analyse data collected by crash reporting systems
  • Research ways to improve usefulness of the data collected
  • Create reports and dashboards
  • Perform analysis of crash reports and telemetry data
  • Liaise with other teams to find opportunities to combine crash reports with other data sources e.g. telemetry
PlayStation Global

5,001-10,000 employees

Online multiplayer gaming and digital media delivery service
Company Overview
Playstation's mission is to deliver new joy, excitement and awe to everyone. The company builds software and hardware for gaming consoles and content.
Benefits
  • Health and wellness: Medical (PPO, HDHP, and HMO), dental, vision, disability, employee assistance program, flexible spending accounts, health savings account, student loan repayment assistance, education reimbursement program, wellness reimbursement, identity theft protection, basic and voluntary life and AD&D insurance, business travel accident insurance, 4.5% 401(k) match, commuter program, additional voluntary programs (group legal, pet insurance, auto and home insruance), onsite flu shots and biometric screenings
  • Family and time off: 12 paid holidays, generous PTO, paid parental leave, adoption assistance program, 529 college savings plan match, back-up child care, parental and elder care coaching
  • Perks: Sony product discounts, passport perks program, monthly $10 Playstation Network voucher, employee referral bonus, game launch events
Company Core Values
  • Dreams & Curiosity: Pioneer the future with dreams and curiosity
  • Diversity: Pursue the creation of the very best by harnessing diversity and varying viewpoints
  • Integrity & Sincerity: Earn the trust for the Sony brand through ethical and responsible conduct
  • Sustainability: Fulfill our stakeholder responsibilities through disciplined business practices