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포지션 | [글로벌 모바일 광고 기업] Staff Data Scientist, Core(Manager) | ||
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회 사 | 외국계기업 | 직 급 | 과장 ~ 차장 |
외국어 | 영어 수준 : 상 | 연령/성별 | 무관 |
진행절차 | 서류전형 -> 1차면접 ->2차면접 | 마감일 | 채용시 |
○업무 :
• Data Analysis and research: analyzing a large dataset with queries and scripts, extracting valuable signals out of noise, and producing actionable insights into how we could complete and improve ***’s complex ML and bidding system. • Simulation and Modeling: validating and quantifying the efficiency and performance gain from hypotheses through rigorous simulation and modeling. • Experimentation and Causal Inference: developing a robust experimental design and metric framework, and providing reliable and unbiased insights for product and business decision-making. As a "Tech Lead Manager (TLM)", you will also: • Build and manage a team of talented data scientists with the ability to not only keep up with but also pioneer, in this space. • Collaborate with leadership so that your team's work directly impacts company strategy and direction. • Communicate with other engineering teams to build the best mobile advertising platform in the world. • Working cross-functionally with business and technical teams to support campaign management and team communication ○직위 / 처우 : 협의 ○자격요건 : • Master's degree in a quantitative discipline (e.g. Statistics, Operations Research, Bioinformatics, Economics, Computational Biology, Computer Science, Mathematics, Physics, Electrical Engineering, Industrial Engineering) or equivalent research experience. • 8+ years of work experience (industry or postgraduate) in data science-related fields. Distinctive problem-solving skills, good at articulating product questions, pulling data from large datasets, and using statistics to arrive at a recommendation. • Excellent verbal and written communication skills, with the ability to present information and analysis results effectively. • Ability to build positive relationships within DSA and with our stakeholders, and work effectively with cross-functional partners in a global company. • Statistics: must have strong knowledge and experience in experimental design, hypothesis testing, and various statistical analysis techniques such as regression or linear models. • Machine Learning: must have a deep understanding of ML algorithms (i.e. deep learning, random forest, gradient boosted trees, k-means clustering, etc.) and their development, validation, and evaluation. • Programming: experience with Python, R, or other scripting languages, and database language (e.g. SQL) or data manipulation (e.g. Pandas, Dplyr) are required. • 2+ years of tech lead (TL) or tech lead manager (TLM) experience leading multiple multi-quarter data science projects, supervising data scientists while interacting with partner Eng, Biz, and Product stakeholders. [ Preferred ] • Ph.D. degree in a quantitative discipline. • Ability to manage multiple projects at the same time while paying attention to detail and translating analysis results into business recommendations. • Proven ability to own projects end-to-end, even when you have to get creative: you do more than completing delegated tasks. • Demonstrated leadership and self-direction. Willingness to both teach others and learn new techniques. ○근무지 : 서울 강남구 ○제출서류 : 영문이력서 ○채용절차 : 서류전형 - 1차면접 - 2차면접 |
성 명 | 관리자 | 이메일 | sjlee@careerlimes.com |
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전 화 | 휴대폰 | 010-****-**** |