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Maklumat Am

Lokasi: Vancouver, British Columbia, Canada 
  • Lokasi: Madrid
  • Negeri:
  • Negara: Spain


ID Peranan
208262
Jenis Pekerja
Regular Employee
Studio/Jabatan
EA Studios - SPORTS
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.

The Sports Security team ensures that all EA Sports products are developed with the security and gameplay integrity of our players as a top priority. We partner with both platform development teams and game studios to ensure that security and game integrity issues are identified and resolved throughout the application and service lifecycle.

You will be a member of the Sports Security Data team reporting to the Lead Data Scientist. You will work with the team in developing excellent models to keep our games fair, fun, and free of cheaters.

We support hybrid work, and you will work two days per week in our Vancouver office.

Responsibilities:

As a Data Scientist on our Sports Security Data team, you will be a part of a global security team and will work with game and central tech development teams to:

  • Work with team members across multiple disciplines to understand the data behind game features, user behaviors, the security landscape, and our goals.

  • Analyze data from several large sources, then automate solutions using scheduled processes, models, and alerts.

  • Work with partners to design and improve metrics that guide our decisions by summarizing the state of game security.

  • Detect patterns associated with fraudulent accounts and anomalous behavior.

  • Solve scientific problems and create new methods independently.

  • Translate requirements and security questions into data insights.

  • Set up alerting mechanisms so our leadership is always aware of the security posture.

Qualifications:

  • Postgraduate degree, with specialization in machine learning, artificial intelligence, statistics, or related fields, or 2+ years of equivalent work experience in applied machine learning and analytics.

  • Experience with SQL and NoSQL databases.

  • Proficiency in Python programming.

  • Familiarity with statistics, modeling, and data visualization.

  • Experience with online gaming and an interest in addressing cheating issues.

EXPERIENCE

  • Experience building statistical and machine learning models, applying techniques such as regression, classification, clustering, and anomaly detection.

  • Experience with Visualization tools and libraries such as Tableau, Looker, or Matplotlib.

  • Familiarity with Big Data tools such as Hadoop, Spark, or Splunk.

  • Familiarity with cloud platforms such as AWS, GCP or Azure.

  • Some experience to software development or data engineering.

  • Analyze business problems or research questions, identify relevant data points, and extract meaningful insights.

  • Experience or familiarity with security concepts, including network/software security, security data, and attack vectors.



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 dengan cuti berbayar dan cuti ibu bapa yang baharu, serta 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.