Machine Learning Engineer

Requisition Number: 164605

Position Title: Software Engineer III

External Description:

The Analytics Solutions group within the EA Studios technology organization, which is the part of the group that has a focus on engineering to support analytics and data science to improve player experience. The problems we are solving are around games. From store recommendation on racing titles to matchmaking on shooter genre, we aim to improve player experience through machine learning. We are looking for a senior-level engineer to work on machine learning products as solutions that can transform and apply complex statistical models and data pipelines to empower better experience in games' live service. You will report to the technical director of ML and applications. If you have passion for building advanced analytics data products to allow partners to make important decisions; if you want to make impacts to help player engagement by providing an autonomous platform; then we want to talk to you.

 

Responsibilities

• Use statistical and machine learning techniques to create scalable and end-to-end data science systems.
• Analyze large amounts of players data with business use cases to bridge the gaps of data-driven cycles.
• Write production-quality code that solves real-world problems, in any of our supported algorithm development languages and frameworks.
• Work with software engineering teams such as architecture, data engineering, and infrastructure to improve real-time model implementations and new feature creations.
• Establish scalable, efficient, automated processes for large-scale data analyses, model development, model validation and model implementation.
• Track post-ML deployment general business activity and provide compelling management reporting on a regular basis.
• Research and implement novel machine learning and statistical approaches.
• Pilot to adopt artificial intelligence onto the business.

 

Qualifications

• B.S. in Data Science, Machine Learning, Statistics, Computer Science, Applied Math, or an equivalent technical field.
• 4+ years of professional software development experience in backend development experience with an interest in work involving data pipelines, distributed systems, performance analysis, and large-scale data processing.
• 3+ years of applied ML experience in statistical and mathematical modeling such as supervised and unsupervised machine learning, deep learning, or reinforcement learning.
• Familiarity with one or more deep learning software frameworks such as Tensorflow, Caffe and PyTorch.
• Strong programming skills in Scala, Java, Python, or similar language.
• Experience building, deploying and monitoring large-scale ML models in production.
• Experience with one or more container ecosystems such as Docker and Kubernetes.
• Experience with AWS (S3, sagemaker, greengrass, monitoring with new relic), GCP (ComputeEngine, CloudGPUs, cloud storage, pub/sub), or similar
• Experience in CI/CD pipeline tools such as Gitlab and Jenkins.
• Experience working in an agile team environment.

 

Bonus

• Ph.D. in Data Science, Machine Learning, Statistics, Computer Science, Applied Math, or an equivalent technical field
• Explored modern data storage, messaging, and processing tools (Kafka, Spark, Hadoop, Cassandra, etc.) and demonstrated experience designing and coding in big-data components such as DynamoDB or similar.
• Experience in ML/AI product development lifecycle such as model versioning, feature store, hyper-parameter tuning, and logs/metrics visualizations and monitoring.
• Familiar with concepts related to testing and maintaining models in production such as A/B testing, retraining, monitoring model performance.
• Experience in several of the following areas: machine learning, statistics, deep learning, NLP, recommendation systems, dialogue systems, information retrieval.

City:

State:

Community / Marketing Title: Machine Learning Engineer

Company Profile:

Electronic Arts Inc. är ett globalt ledande mjukvaruföretag för interaktiv underhållning. EA levererar spel, innehåll och onlinetjänster för internetuppkopplade spelkonsoler, persondatorer, mobiltelefoner och surfplattor.

EEOText:

About Electronic Arts

Everything we do is designed to inspire the world to play. Through our cutting-edge games, innovative services, and powerful technologies, we bring worlds with infinite possibilities to millions of players and fans around the globe.

We’re looking for collaborative and inclusive people with diverse perspectives who will enrich our culture and challenge us. We take a holistic approach with our benefits program, focusing on physical, emotional, financial, career, and community wellness to support our people through every chapter of life. We provide comprehensive benefit packages and support for a balanced life with paid time off and new parent leave, plus free games and so much more. Our goal is to provide a safe and respectful workplace that empowers you to thrive in both work and life.

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.

Days Open: 69

Can this position be remote?: 0

EEO Employer Verbiage:

Om EA

På Electronic Arts är vårt mål att inspirera världen till att spela. Vi skapar fantastiska nya spelupplevelser för miljontals spelare världen över genom att sammanföra talangfulla människor som kombinerar kreativitet, innovation och passion. Vi vet att vår mångfald är vår styrka. Vi skapar en inkluderande kultur för våra anställda och ger dem möjligheter att lära sig nya saker och vägleda andra anställda så de kan utföra sitt livs viktigaste och mest givande arbete.

Vi sätter våra anställda i första rummet. Vi erbjuder omfattande förmånspaket med fokus på hälsa och välstånd för att möta dina behov och hjälpa dig få en bra balans mellan karriären och privatlivet. Vi erbjuder dynamiska och samarbetsinriktade arbetsmiljöer, möjlighet att samverka via våra resursgrupper och hjälp med ett balanserat liv genom betald ledighet, föräldraledighet, gratis spel och mycket mer!

Electronic Arts är en arbetsgivare med lika möjligheter. Alla anställningsbeslut görs utan hänsyn till ras, färg, ursprung, anor, kön, könsidentitet eller -uttryck, sexuell läggning, ålder, genetisk information, religion, funktionshinder, sjukdomstillstånd, graviditet, civilstånd, familjestatus, veteranstatus eller annan karakteristik som skyddas av lagen. Electronic Arts gör också arbetsplatsen tillgänglig på det sätt som krävs för kvalificerade personer med funktionshinder, enligt gällande lagar.