Data Scientist
공고 요약
담당업무
데이터 오너·사용자·C-level 고객의 요구사항 파악 및 분석 솔루션 구축
팀과의 크로스펑션 문제 해결 세션 참여 및 동료·고객 대상 발표
비즈니스 문제를 분석 문제로 전환하고 통계·머신러닝 모델 개발
관련 지표를 활용한 모델 평가 및 데이터 기반 솔루션 적용
내부 Data Science Toolbox 고도화를 위한 최적화 코드 작성
다양한 산업의 실제 프로젝트 수행 및 고객 업무에 적용되는 기술 솔루션 개발
데이터 사이언스 R&D 프로젝트 참여
NIPS·ICML 등 콘퍼런스 참석 및 데이터 사이언스 회고 참여
희망 시 논문 작성 및 회의·콘퍼런스 발표
자격요건
컴퓨터과학·머신러닝·응용통계·수학·공학·인공지능 등 관련 분야 전공
SQL 및 Python Data Science stack 프로그래밍 경험
통계 분석 및 모델링 알고리즘 프로토타이핑 역량
새로운 도메인의 문제에 알고리즘을 적용해 데이터 기반 솔루션을 개발하는 역량
복잡하거나 대규모인 데이터에 머신러닝 솔루션을 적용한 지식
한국어 및 영어 유창한 언어 능력
업무상 출장 가능
근무환경
고성과·고보상 문화
글로벌 데이터 사이언스 팀과의 협업
다양한 산업의 실제 고영향 프로젝트 경험
동료와 지식을 공유하고 학습하는 데이터 사이언스 회고 참여
마감기한
상시채용
맥킨지&컴퍼니 지원하기 전 이력서 Check
시간이 없다면 AI와 한번에 수정해보세요
공고 원문
소개
Driving lasting impact and building long-term capabilities with our clients is not easy work. You are the kind of person who thrives in a high performance/high reward culture - doing hard things, picking yourself up when you stumble, and having the resilience to try another way forward. You will work on real-world, high-impact projects across a variety of industries. You will identify micro patterns in data that our clients can exploit to maintain their competitive advantage and watch your technical solutions transform their day-to-day business.
주요업무
• Partner with our clients, from data owners and users to C-level executives, to understand their needs and build impactful analytics solutions • Contribute to cross-functional problem-solving sessions with your team and deliver presentations to colleagues and clients • Translate business problems into analytical problems and develop models aimed at solving our clients and users problems and ensure they are evaluated with the relevant metrics • Write highly optimized code to advance our internal Data Science Toolbox • Add real-world impact to your academic expertise, as you are encouraged to write papers and present at meetings and conferences should you wish • Take part in R&D projects; attend conferences such as NIPS and ICML as well as data science retrospectives where you will have the opportunity to share and learn from your co-workers • Work in one of the most advanced data science teams globally
자격요건
• Bachelor's, master's or PhD level in a discipline such as: computer science, machine learning, applied statistics, mathematics, engineering or artificial intelligence • Programming experience (focus on machine learning): SQL and Python's Data Science stack are a must • Ability to prototype statistical analysis and modeling algorithms and apply these algorithms for data driven solutions to problems in new domains • Knowledge in applying machine learning solutions to real problems with complex and/or big amounts of data • Willingness to travel • Fluent level language skills in Korean and in English
우대사항
• Good knowledge of at least one big data framework (Pyspark, Hive, Hadoop) is a plus • R, SPSS, SAS (nice to have) • Software Engineering is a plus • Experience deploying technology applied to business problems is a plus
혜택 및 복지
• Continuous learning: Our learning and apprenticeship culture, backed by structured programs, is all about helping you grow while creating an environment where feedback is clear, actionable, and focused on your development. • A voice that matters: From day one, we value your ideas and contributions. • Global community: With colleagues across 65+ countries and over 100 different nationalities, our firm's diversity fuels creativity and helps us come up with the best solutions for our clients. • World-class benefits: On top of a competitive salary (based on your location, experience, and skills), we provide a comprehensive benefits package to enable holistic well-being for you and your family.
