デロイト トーマツ サイバー合同会社(DTCY)
Anti-Fraud Consultant (Data Scientist)
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職務内容
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AI, machine learning, data scientists with specific experience in fraud (e.g. chargebacks, account takeover, identity theft, insurance fraud, energy fraud and other related areas). Senior and Management positions are also considered based on experience.
The role will involve activities in the following areas:
• Mathematics - Applying probability, statistics and calculus to reduce fraud by model building, model enhancing or deep quantitative exploratory analysis for production systems.
• Engineering - The architecture and engineering necessary for high performance real-time mathematical compute on data to reduce fraud in production systems. This includes related engineering activities such as setting up and working in secure engineering environments.
• Data - Collection, extraction, pre-processing, storing, organizing, securing and preparing data in all of it’s forms (e.g. structured, semi-structured, unstructured, text, image, video, audio, etc). Working with local or global compliance, security and legal to confirm the proper utilization of data in production systems.
• Analysis – This involves both processing and visualizing data to discover patterns (e.g. exploratory data analysis). Will work both internally and externally to measure or compare model performance.
• Program Management – Presentations, tracking, reporting, scheduling, cost analysis, budgeting, technical hardware and software specifications, on all activities.
• Team Collaboration – Working closely with other team members closely such as Quality Assurance Cross-Validation engineers, Quality Assurance Platform Engineers, other Engineering to ensure high quality deliverables, including, but not limited to, high return on investment, low false positive rates, high service level agreement, etc.
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応募資格
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Experience:
• 7+ years data science experience in fraud, finance, fintech or biotech data science with contributions of at least 200MM JPY or equivalent currency annually.
• Post-Doctorate / Ph.D. required for senior roles and M.S. or higher required for non-senior roles. Discipline in AI, ML, CS, EE, Mathematics, or Life Sciences.
• Superior presentation and communications skills in front of business and technical audiences in order to influence or convince an action based on analysis.
• 7+ years experience coding with C, C++, Java, Python, or R, in Cloud, FPGA, GPU or Quantum, and providing those results with QA on strict contract deadlines.
• A history of journal publications, conference talks, patents, company awards, news reports, academic or government grants of at least 100,000 USD or equivalent.
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待遇
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【勤務時間】9:30-17:30
【休日・休暇】土日祝日、年末年始、有給、慶弔、育児、介護休暇など
【賞与】年3回
【昇格】（能力査定の上）有
【社会保険】雇用保険、労災保険、健康保険、厚生年金
【各種制度】退職金制度、総合福祉団体定期保険、定期健康診断、自己啓発援助、企業年金基金
※専門業務型裁量労働制・固定時間外手当の適用あり（職種・職位による）
定年退職制度有（60歳）、継続雇用制度有（65歳まで）
【その他】上記の内容は職種・職位によって異なる場合あり。正式な待遇は、雇用契約書にて通知とする。
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勤務地
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東京事務所
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