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Lokasi: Melbourne, Victoria, Australia 
  • Lokasi: Melbourne
  • Negeri: Victoria
  • Negara: Australia

  • Lokasi: Sydney
  • Negeri: New South Wales
  • Negara: Australia


ID Peranan
214181
Jenis Pekerja
Regular Employee
Studio/Jabatan
Global Publishing - APAC
Pengaturan Kerja Fleksibel
Hybrid

Description & Requirements

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.

We are the Electronic Arts' Asia Publishing team. Our teams build meaningful relationships with hundreds of millions of players around the world who love our games. We aim to be the best at meeting players where they are and supporting them throughout their journey with EA. Our teams develop the strategic vision of our products, run outstanding multi-channel campaigns, build global engagement across all touch points, develop global insights, and propel sales and global publishing. We understand the dynamic global landscape so we can bring relevant content, promotions, and help to players anywhere.

About the Role

As part of the Publishing Insights and Markets team you will work alongside data engineers, scientists, and analysts in Asia and globally, to perform quantitative analysis of internal and external data sets and play an important role in the building and maintenance of statistical and ML models that can be used to recommend actions that improve player experiences. You will help identify opportunities that exist in our important markets, create a better understanding on what drives player and market behaviors, analyze data and build trend detection tools/dashboards to help EA reach our future ambitions.

Key Responsibilities

  • Expand, enhance, and maintain existing segmentation models to create customer personas for our priority games and markets
  • Expand, enhance, and maintain existing forecasting models to provide direction of expected behaviors and performance in the marketplace
  • Perform thorough testing and validation of models to maintain accuracy of output
  • Explore first and third-party datasets to conduct quantitative analysis that identifies relevant metrics and surfaces unseen trends to help inform decisions for the team
  • Work with analysts to align data science outputs to business requirements and contribute to the automation of distributed reports using these data science outputs
  • Write and maintain documentation for assigned models and pipelines
  • Proactively learn new tools and technologies in the data, ML, and AI space 
  • Participate in group discussions and contribute to the overall improvement of the team’s ways of working

Requirements

  • Tertiary Education in the field of Data Science, Statistics, Computer Science, or equivalent practical experience
  • 2+ years or more experience in a data science role with experience using programming languages like python or R
  • Understanding of statistical and ML fundamentals and statistical modelling techniques which are commonly used, and understanding of their trade-offs
  • Familiarity with SQL and working with databases
  • Familiarity with data visualization tools such as Power BI, Looker, Tableau
  • Strong problem-solving and communication skills

Nice to have

  • Familiarity with EA games, similar games, or gaming in general
  • Experience with machine learning or statistical models applied in a variety of commercial environments 
  • Good sense of best practices including the effective use of code repositories
  • Experience with libraries such as pandas, scikit-learn, or TensorFlow
  • Understanding of agile methodologies

What we offer

  • Working with models and data in the gaming industry
  • Opportunity to work with local and global teams, both with technical and non-technical backgrounds
  • Mentorship from experienced data scientists and technical leads
  • Clear career progression and path to senior roles
  • Collaborative and supportive team environment


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.