Data Scientist
4 weeks ago
About Us
Electronic Arts Inc. is a global leader in digital interactive entertainment. We are a team of creators, storytellers, technologists, experience originators, innovators, and so much more. We believe amazing games and experiences start with teams as diverse as the players and communities we serve.
About the Role
We are looking for a Data Scientist with deep statistical modeling experience, strong data engineering experience, and a passion for games and digital technologies. The ideal candidate will have a Ph.D./Master's in Statistics, Mathematics, Computer Science, or another quantitative field and 4+ years of professional experience manipulating data sets, building statistical models, and productizing models.
Responsibilities
- Work directly with game teams/partners to understand their offerings/domain and create data science products and solutions to solve for their live service use cases.
- Assist our team's lead of Content/Toxicity with generalizing products across titles.
- Work on team projects within your pillar (Content/Toxicity), proposing methodology and guiding the direction of each project.
- Ensure sound modeling methodology and experimental designs, and guide the direction of each project from start to finish.
- Define and design data schema and labeling criteria to enable moderation of new content and modalities.
- Effectively communicate data science projects and products to stakeholders, including those with non-data science backgrounds.
- Design, improve, and work with our data pipeline that transfers and processes petabytes of data using AWS, Sagemaker, GCP, Python, Apache Kafka, & Hive.
- Use data manipulation, processing, and data visualizations to aid in your modeling efforts.
- Assist game teams and data teams in making important decisions.
Requirements
- 4+ years of professional experience manipulating data sets, building statistical models, and productizing models.
- Ph.D./Master's in Statistics, Mathematics, Computer Science, or another quantitative field.
- Experience working on deep learning projects in a production setting.
- Experience with a deep learning framework such as PyTorch or TensorFlow.
- Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.
- Experience working with large scale, unstructured data across multiple modalities (image, text, audio, etc.).
- Superior verbal, visual, and written communication skills to educate and work with cross-functional teams.
- Experience using Python, SQL, PyTorch/TensorFlow, Hive/Hadoop, and AWS/GCP.
- Role benefits from experience in gaming.
Benefits
Electronic Arts Inc. offers a competitive salary range of $133,400 - $193,200 CAN Annually, depending on location. We also offer a package of benefits including vacation (3 weeks per year to start), 10 days per year of sick time, paid top-up to EI/QPIP benefits up to 100% of base salary when you welcome a new child (12 weeks for maternity, and 4 weeks for parental/adoption leave), extended health/dental/vision coverage, life insurance, disability insurance, retirement plan to regular full-time employees. Certain roles may also be eligible for bonus and equity.
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