Data Scientist - NLP

2 Months ago • 3 Years + • Data Analysis

Job Summary

Job Description

As a Data Scientist at Electronic Arts, you will build end-to-end data science solutions for localization, from exploratory analysis to model development and performance evaluation. Responsibilities include analyzing multilingual datasets, designing and building ML/DL models for NLP and computer vision, developing feature engineering pipelines, evaluating model performance, applying statistical analysis, contributing to model deployment, using tools like MLflow, ensuring high-quality coding standards, adhering to ethical AI standards, and staying up-to-date with the latest research. You will work closely with Machine Learning Engineers and Data Engineers to enhance the quality and efficiency of localized content.
Must have:
  • Analyze large multilingual datasets for localization workflows.
  • Design and build ML/DL models for NLP and computer vision.
  • Develop feature engineering pipelines for multilingual data.
  • Evaluate model performance and conduct error analysis.
  • Apply statistical analysis and experimental design.
  • Deploy and monitor models in production.
  • Use tools like MLflow for experiment tracking.
  • Ensure adherence to ethical AI standards.
  • Stay up-to-date with the latest research in NLP/ML.
Good to have:
  • Familiarity with NLP concepts and tools.
  • Familiarity with Computer Vision concepts and tools.
  • Familiarity with MLOps concepts and tools.
Perks:
  • Healthcare coverage
  • Mental well-being support
  • Retirement savings
  • Paid time off
  • Family leaves
  • Complimentary games

Job Details

Electronic Arts creates next-level entertainment experiences that inspire players and fans around the world. Here, everyone is part of the story. Part of a community that connects across the globe. A place where creativity thrives, new perspectives are invited, and ideas matter. A team where everyone makes play happen. We are hiring a Data Scientist to join our Localization Data & AI team, reporting to the Data Scientist Lead in our Madrid office, with required attendance 3 days a week. The Loc Data & AI team’s mission is to empower EA Localization through intelligent, data- driven solutions leveraging advanced analytics, scalable AI systems, and collaborative tools that enhance the quality and efficiency of localized content. As a Data Scientist in our team, you will focus on building end-to-end data science solutions from exploratory analysis to model development and performance evaluation working closely with Machine Learning Engineers and Data Engineers. Responsibilities 1. Analyze large, multilingual datasets to generate actionable insights for localization workflows. 2. Design and build ML and DL models for Natural Language Processing (NLP), Computer Vision, and other localization-related tasks. 3. Develop and refine feature engineering pipelines tailored for multilingual and multimodal datasets. 4. Evaluate model performance, conduct error analysis, and iterate to improve accuracy, fairness, and reliability. 5. Apply statistical analysis, A/B testing, and experimental design to evaluate the impact of localization strategies. 6. Contribute to the deployment and monitoring of models in production in partnership with ML Engineers, ensuring scalability and maintainability. 7. Use tools like MLflow, Vertex AI, or Sagemaker for conducting and tracking experiments and managing model lifecycles. 8. Conduct code reviews and ensure high-quality coding standards. 9. Ensure adherence to ethical AI standards. 10. Stay up-to-date with the latest research in NLP, machine learning, and localization technologies. Qualifications * 3+ years of hands-on experience in applied data science, ideally in NLP, computer vision, or multilingual domains. * Bachelor’s or Master’s degree in Data Science, Computer Science, Maths, Statistics, Linguistics, or a related field. * Strong proficiency in Python and core data science libraries (Pandas, NumPy, scikit-learn, Matplotlib, Seaborn). * Experience   with   ML   and   DL   frameworks   (TensorFlow,   PyTorch,   Hugging   Face Transformers). * Familiarity   with   cloud-based   platforms   (AWS,   GCP,   Azure)   and   tools   for   model development and deployment. * Solid grasp of statistical methods, hypothesis testing, and experimental design. * Familiarity with NLP concepts and tools (e.g., BLEU, BERTScore, spacy, nltk, quality estimation) is a plus. * Familiarity with Computer Vision concepts and tools ( Moisés Martinez AÑADE LISTA) is a plus. * Familiarity with MLOps concepts and tools (e.g., MLflow, Vertex AI) is a plus. * Strong communication skills with the ability to convey technical insights to non-technical audiences. * Passion for localization, culturalization, language technologies, and building AI that enhances global user experiences.


About Electronic Arts
We’re proud to have an extensive portfolio of games and experiences, locations around the world, and opportunities across EA. We value adaptability, resilience, creativity, and curiosity. From leadership that brings out your potential, to creating space for learning and experimenting, we empower you to do great work and pursue opportunities for growth.

We adopt a holistic approach to our benefits programs, emphasizing physical, emotional, financial, career, and community wellness to support a balanced life. Our packages are tailored to meet local needs and may include healthcare coverage, mental well-being support, retirement savings, paid time off, family leaves, complimentary games, and more. We nurture environments where our teams can always bring their best to what they do.

Electronic Arts is an equal opportunity employer. All employment decisions are made without regard to race, color, national origin, ancestry, sex, gender, gender identity or expression, sexual orientation, age, genetic information, religion, disability, medical condition, pregnancy, marital status, family status, veteran status, or any other characteristic protected by law. We will also consider employment qualified applicants with criminal records in accordance with applicable law. EA also makes workplace accommodations for qualified individuals with disabilities as required by applicable law.

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