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ID Peranan
204344
Jenis Pekerja
Regular Employee
Studio/Jabatan
CTO - Data & Analytics
Pengaturan Kerja Fleksibel
Hybrid

Perihalan & Keperluan

Electronic Arts mencipta pengalaman hiburan tahap seterusnya yang memberi inspirasi kepada pemain dan peminat di seluruh dunia. Semua orang adalah sebahagian daripada kisah di sini. Sebahagian daripada komuniti yang terhubung merentasi dunia. Tempat di mana kreativiti berkembang maju, perspektif baharu di alu-alukan dan idea adalah penting. Satu pasukan di mana semua orang terlibat dalam permainan.

Data-driven decision-making is essential to game development at EA. We're looking for a thoughtful and disciplined Data Scientist with deep statistical modeling experience, strong data engineering experience and a passion for games and digital technologies. The biggest and single most important aspect that we look for in aspiring colleagues is people who enjoy the joy of discovery.

You will report to a senior data science manager within EA's central Data and Analytics (DnA) organization. You will work with top data science talent to build live services features like recommendations, matchmaking, and personalization across all EA titles that will lead to a unique opportunity to affect the games played by millions of players. You're passionate about elevating insights to be actionable across projects, and accelerating learning through data-driven testing.

What you'll do:

  • Work directly with the game teams/partners (internal clients) to understand their offerings/domain and create data science products and solutions to solve for their live service use cases.
  • Assist our team leads across Live Services: Recommendations/Matchmaking/Personalization with generalizing products across titles.
  • Work on team projects within your pillar (live service), proposing methodology and guiding the direction of each project.
  • Ensure sound methodology and experimental design, and guide the direction of each project from start to finish.
  • 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 S3, Kubernetes, 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.
  • Mentor and coach junior team members.

You Have:

  • 4+ years of professional experience manipulating data sets, building statistical models, and productizing models along with experience applying Data Science methodologies to real-world problems.
  • Ph.D./Master's in Statistics, Mathematics, Computer Science, or another quantitative field encouraged.
  • Experience working on a mix of recommendation, personalization, matchmaking, and forecast modeling.
  • Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.
  • 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.

 



Tentang Electronic Arts
Kami berbangga mempunyai portfolio permainan dan pengalaman yang luas, lokasi di seluruh dunia dan peluang merentasi EA. Kami menghargai kebolehsuaian, ketahanan, kreativiti dan sifat ingin tahu. Daripada kepimpinan yang menyerlahkan potensi anda, kepada mewujudkan ruang untuk pembelajaran dan membuat uji kaji, kami memperkasakan anda untuk melakukan kerja-kerja yang hebat dan mengejar peluang untuk pertumbuhan.

Kami mengambil pendekatan yang holistik dengan program manfaat kami, memberi tumpuan kepada fizikal, emosi, kewangan, kerjaya, dan kesejahteraan komuniti untuk menyokong kehidupan yang seimbang. Pakej kami disesuaikan untuk memenuhi keperluan setempat dan mungkin merangkumi perlindungan penjagaan kesihatan, sokongan kesejahteraan mental, simpanan persaraan, cuti bergaji, cuti keluarga, permainan percuma dan banyak lagi. Kami memupuk persekitaran di mana pasukan kami sentiasa boleh membawa pengalaman terbaik mereka.

Electronic Arts adalah majikan peluang yang sama rata. Semua keputusan pekerjaan dibuat tanpa mengambil kira kaum, warna kulit, asal negara, keturunan, jantina, identiti atau penzahiran jantina, orientasi seksual, umur, maklumat genetik, agama, kecacatan, keadaan perubatan, kehamilan, status perkahwinan, status keluarga, status veteran, atau mana-mana ciri lain yang dilindungi oleh undang-undang. Kami juga akan mempertimbangkan pemohon pekerjaan berkelayakan yang mempunyai rekod jenayah selaras dengan undang-undang yang berkenaan. EA juga menyediakan tempat tinggal di tempat kerja untuk individu yang berkelayakan dengan kecacatan seperti yang dikehendaki oleh undang-undang yang berkenaan.