Data Science Engineer

<strong>Job Requirements </strong><br><p>At Quest Global, it’s not just what we do but how and why we do it that makes us different. With over 25 years as an engineering services provider, we believe in the power of doing things differently to make the impossible possible. Our people are driven by the desire to make the world a better place—to make a positive difference that contributes to a brighter future. We bring together technologies and industries, alongside the contributions of diverse individuals who are empowered by an intentional workplace culture, to solve problems better and faster.</p><p> </p><p><span style="background-color: white;">［業務内容］</span><span style="color: rgb(153, 77, 230);">Key Responsibilities</span></p><p>•    半導体製造装置の管理・制御に必要なコンピュータシステムの設計</p><p>•    先端半導体の生産性向上および品質改善に貢献する装置モデル化の遂行 </p><p>•    統計解析技術を活用したプロセス改善のためのデータ分析 </p><p>•    半導体プロセスに関する数理的知見の普及と促進</p><p> </p><p><span style="color: rgb(112, 48, 160);">•    Design of computer systems necessary for the management and control of semiconductor manufacturing equipment</span></p><p><span style="color: rgb(112, 48, 160);">•    Execution of device modeling that contributes to improving productivity and quality of advanced semiconductors</span></p><p><span style="color: rgb(112, 48, 160);">•    Data analysis for process improvement using statistical analysis techniques</span></p><p><span style="color: rgb(112, 48, 160);">•    Dissemination and promotion of mathematical knowledge related to semiconductor processes</span></p><p> </p><p>［ポジションの魅力］ <span style="color: rgb(112, 48, 160);">Attractive Points of the position</span></p><p>•    最先端ノード（2nm世代）の開発に携わることができる</p><p>•    立ち上げフェーズならではの技術選定・開発</p><p>•    グローバルで通用する半導体技術者スキル</p><p> </p><p><span style="color: rgb(112, 48, 160);">•    You can be involved in the development of cutting-edge nodes (2nm generation)</span></p><p><span style="color: rgb(112, 48, 160);">•    Technology selection and development unique to the launch phase</span></p><p><span style="color: rgb(112, 48, 160);">•    Be part of the globally recognized semiconductor engineering skills</span></p><p> </p><p>We are known for our extraordinary people who make the impossible possible every day. Questians are driven by hunger, humility, and aspiration. We believe that our company culture is the key to our ability to make a true difference in every industry we reach. Our teams regularly invest time and dedicated effort into internal culture work, ensuring that all voices are heard.</p><p> </p><p>We wholeheartedly believe in the diversity of thought that comes with fostering a culture rooted in respect, where everyone belongs, is valued, and feels inspired to share their ideas. We know embracing our unique differences makes us better, and that solving the worlds hardest engineering problems requires diverse ideas, perspectives, and backgrounds. We shine the brightest when we tap into the many dimensions that thrive across over 21,000 difference-makers in our workplace.</p><br><br><strong>Work Experience </strong><br><p><span style="background-color: white;">［応募条件］ Requirements　</span></p><p>※経験年数 : 3 年程度</p><p>•    専門性：Python, Spotfire, JMPなど解析ソフトを活用した経験 </p><p>•    経験：半導体プロセスデータの解析やモデル化の経験</p><p>•    製造データからの特徴量の抽出と数理解析の経験</p><p>•    SQLを用いたデータベースからの必要データの収集</p><p>•    経験の浅いエンジニアへの技術指導</p><p>•    Excel: 中級レベル以上</p><p>•    その他: PCスキル中級以上</p><p> </p><p><span style="color: rgb(107, 36, 178);">•    Required years of experience – 3 year </span></p><p><span style="color: rgb(107, 36, 178);">•    Expertise: Experience using analysis software such as Python, Spotfire, JMP; Experience: Experience analyzing and modeling semiconductor process data.</span></p><p><span style="color: rgb(107, 36, 178);">•    Experience in extracting features from manufacturing data and performing mathematical analysis</span></p><p><span style="color: rgb(107, 36, 178);">•    Technical instruction for engineers with little experience collecting necessary data from databases using SQL</span></p><p><span style="color: rgb(107, 36, 178);">•    Excel: Intermediate level or higher.</span></p><p><span style="color: rgb(107, 36, 178);">•    Other: PC skills intermediate or higher</span></p><p> </p><p>■尚可要件■ Good to Have </p><p>•    製造業で数理解析・装置制御の実務に取り組んできた経験</p><p>•    リレーショナルデータベースのスキーマ設計</p><p>•    機械学習によるモデル化</p><p>•    数理統計　Python　JMP</p><p> </p><p><span style="color: rgb(107, 36, 178);">•    Experience in practical work in mathematical analysis and equipment control in manufacturing</span></p><p><span style="color: rgb(107, 36, 178);">•    Schema Design of Relational Databases </span></p><p><span style="color: rgb(107, 36, 178);">•   Modeling Using Machine Learning</span></p><p><span style="color: rgb(107, 36, 178);">•    Mathematical Statistics Python JMP</span></p><p> </p><p>■語学力■ Language Skill</p><p>•    英語‐ 不問</p><p>•    日本語‐ JLPT N2 以上</p><p> </p><p><span style="color: rgb(107, 36, 178);">•    English – Not mandatory</span></p><p><span style="color: rgb(107, 36, 178);">•    Japanese – JLPT N2 or above </span></p><p>  </p><p><strong>[待遇・福利厚生]</strong></p><p><span style="background-color: white;">◆昇給年1回 ※契約社員は更新のタイミングで見直しあり</span></p><p><span style="background-color: white;">◆通勤手当（上限2万円/月）</span></p><p><span style="background-color: white;">◆給与詳細：完全年俸制（1/12を毎月支給）</span></p><p><span style="background-color: white;">◆残業手当　</span></p><p><span style="background-color: white;">◆各種社会保険完備</span></p><p><span style="background-color: white;">・ 厚生年金</span></p><p><span style="color: rgb(99, 112, 133); background-color: white;">・ 健康保険</span>（<a href="https://www.tjk.gr.jp/" rel="noopener noreferrer" target="_blank">TJK : 東京都情報サービス産業健康保険組合</a>）</p><p><span style="background-color: white;">・ 雇用保険</span></p><p><span style="background-color: white;">・ 労働者災害補償保険</span></p><p><span style="background-color: white;">◆健康診断（被扶養者健康診断、人間ドック、婦人科健診など）　</span></p><p><span style="background-color: white;">◆65歳定年制 ※役職定年なし</span></p><p><span style="background-color: white;">◆社内研修制度（オンライン）</span></p><p><span style="background-color: white;">◆試用期間3ヶ月、業務・待遇変更なし</span></p><p><span style="background-color: white;">◆受動喫煙防止対策：あり（屋内禁煙）</span></p><p> </p><p><strong>[Welfare]</strong></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Salary increment once a year</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Commuting allowance (up to 20,000/month)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Salary details: Full annual salary system (1/12 paid monthly)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Overtime allowance</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Equipped with various social insurance</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">・ Welfare pension</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">・ Health insurance (</span><a href="https://www.tjk.gr.jp/" rel="noopener noreferrer" target="_blank">Tokyo Information Service Industry Health Insurance Association</a><span style="color: rgb(107, 36, 178); background-color: white;">)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">・ Employment insurance</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">・ Worker's Accident Compensation Insurance</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Health checkup (health checkup for dependents, medical checkup, gynecological checkup, etc.)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Retirement age is 65 years old *No retirement age for positions</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Referral recruitment system (with benefits)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ In-house training system (online)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Trial period: 3 months, no change in duties or benefits</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Measures to prevent passive smoking: Yes (no smoking indoors)</span></p><p><strong> </strong></p><p><strong> [休日休暇]</strong></p><p><span style="background-color: white;">◆年間休日120日以上</span></p><p><span style="background-color: white;">◆完全週休2日制（土・日）</span></p><p><span style="background-color: white;">◆祝日</span></p><p><span style="background-color: white;">◆年末年始休暇</span></p><p><span style="background-color: white;">◆有給休暇</span></p><p><span style="background-color: white;">◆産前産後休暇</span></p><p><span style="background-color: white;">◆育児休暇</span></p><p><span style="background-color: white;">◆介護休暇</span></p><p><span style="background-color: white;">◆忌引休暇　</span></p><p><span style="background-color: white;">※常駐先の業務にともなって休日・休暇は変動の可能性があります。すべて大手メーカーのため、年次休暇などは充実している場合がほとんどです。</span></p><p><span style="background-color: white;">  </span></p><p><strong>[Vacations]</strong></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Total holidays: over 120 days off per year</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ 2-day weekend system (Saturday and Sunday)</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ National Holidays</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ New Year holidays</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Paid vacation</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Prenatal and post-natal leave</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Childcare leave</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Nursing care leave</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">◆ Bereavement leave</span></p><p><span style="color: rgb(107, 36, 178); background-color: white;">*Holidays and vacation days may change depending on the work place you are stationed. Since they are all major manufacturers, most have generous annual vacations</span></p><p> </p><br><br>