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Maklumat Am

Lokasi: Offsite - Canada ON, Ontario, Canada 
ID Peranan
210649
Jenis Pekerja
Regular Employee
Studio/Jabatan
CT - Data & Insights
Pengaturan Kerja Fleksibel
Remote

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.

Electronic Arts Inc. is a leading global interactive entertainment software company. EA delivers games, content and online services for Internet-connected consoles, personal computers, mobile phones and tablets. EA's Data & Analytics (DnA) team is accelerating our game developer's need for advanced data knowledge and toolsets.

We are hiring a Lead Data Scientist - Mobile to join the LCM Insights team, reporting to a Sr Manager. The Data Science team partners with all of EA's game studios to offer data science products and solutions. For this Lead Data Scientist role we are looking for applied and practical AI/ML expertise with a focus on Mobile Games.

You will bring expertise in the area of AI, ML, and engineering, to create best practices for EA's mobile gaming titles and lead efforts related to life cycle management, economics, and player experience across all of our mobile titles.

Responsibilities

  • Work directly with mobile game teams/partners (internal clients) to understand their offerings/domain and create data science products and solutions to solve for their use cases.

  • Focus on problem-driven approaches, applying pragmatic solutions to game team opportunities and decisions.

  • Develop plans to generalize products across titles with our engineering partners.

  • Review mobile projects, providing guidance and being accountable for the success of the project or products produced.

  • Communicate data science projects and products to partners.

  • Ensure your methodology and experimental design and how experiments can produce relevant conclusions.

  • Engage with other Data Scientists, sharing best practices and help consult on cross-projects.

  • Design, improve and work with our data pipeline that transfers and processes petabytes of data using tools, such as: AWS, S3, Kubernetes, GCP, Python, Apache Kafka, Ruby & Hive.

  • Use your statistical and computational knowledge to build algorithms for calculating variances, state predictions, and find trends.

Required Qualifications

  • Masters degree in Statistics, Mathematics, Computer Science or another quantitative field encouraged.

  • 6+ years of professional experience manipulating data sets, building statistical models and productizing models along with experience applying Data Science methodologies to real-world problems.

  • Expertise in the mobile gaming space, understanding typical business models, game development practices and technology.

  • Experience building applied models, systems or projects in the following areas: retention, economics/systems experiments, ad segmentation, ML/AI engineering and deployment technology.

  • Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.

  • Familiarity with at least one scripting language: Python is used, but R/Scala possible.

  • History of mentoring junior team members.

  • Knowledgeable about data warehouse and non-relational data techniques to work with engineering partners (Snowflake, Redshift, or Spark).

  • Experience using query languages and other analytic tools.

  • Experience with version control systems like GitHub / GitLab and developing Git branching approaches.

  • Interest in games a big plus.

This is a hybrid remote/in-office role.



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.