ATS 항공 채용 스킬 인텔리전스
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수집 기준일2026-08-24
스킬 온톨로지 › IT·데이터 기술

함께 요구되는 스킬

AGE · npmi 순
스킬동시 공고결합도
Python 26 0.683
Spark·Databricks 12 0.643
석·박사 17 0.613
최적화 솔버 3 0.594
생성형 AI·LLM 11 0.582
자연어처리 4 0.551
Java 8 0.534
GCP 9 0.523
AWS 12 0.501
CI/CD 11 0.482
Azure 9 0.475
R 3 0.473
SQL 13 0.404
스크럼·SAFe 3 0.326

요구하는 항공사

필수·우대 기준
코드항공사공고
UA United Airlines · 미국 3
SQ Singapore Airlines · 싱가포르 2
AA American Airlines · 미국 2
잡코리아 잡코리아 · 대한민국 2
DL Delta Air Lines · 미국 2
EK Emirates · UAE 1
QR Qatar Airways · 카타르 1
LH Lufthansa Group · 독일 1
EY Etihad Airways · UAE 1
AF Air France · 프랑스 1
FR Ryanair · 아일랜드 1
U2 easyJet · 영국 1
SK SAS Scandinavian Airlines · 스웨덴/덴마크/노르웨이 1
사람인 사람인 · 대한민국 1
B6 JetBlue Airways · 미국 1

직군별 요구 분포

근거 문장

추출 결과를 원문과 직접 대조할 수 있게 매칭이 일어난 줄을 그대로 보관한다.
코드공고수준근거 문장
U2 Data Scientist Senior Manager 필수 Have an advanced knowledge level of the Data Science Toolbox (i.e. the fundamentals of Mathematics and Statistics, computer programming, Data Ingestion, Data Munging, Data visualisation, Machine Learning, Optimisation, Simulation, Reinforcement Learning and Big Data techniques and technologies)
EK Data Scientist/AI Engineer 필수 MSc or PhD in Data Science, Artificial Intelligence, Machine Learning, Mathematics, Statistics, Operations Research, Computer Science, Economics or a related quantitative discipline
SQ Information Technology - Senior Data Scient... 필수 PhD degree related to computer science, machine learning or other AI disciplines is required (consideration will be given to exceptional candidates without advanced degrees).
UA Senior AI Engineer - Cybersecurity 필수 Computer Science, Cybersecurity, Engineering, Information Technology, Artificial Intelligence, Machine Learning, Data Science, or related technical field.
UA Data Scientist - Machine Learning 필수 4–7+ years of industry experience in AI engineering, data science, machine learning, or applied advanced analytics, including production model deployment.
AF Data Scientist / Ingénieur en Recherche Opé... 필수 Maîtrise approfondie de Python et des frameworks standards de science des données (NumPy, Pandas, Scikit-learn, Tensorflow/PyTorch, Spark).
QR Finance Data Analytics Specialist (FBI Spec... 필수 Experience in advanced analytics and data science, including predictive modeling, machine learning, and statistical analysis (Preferred)
SQ Information Technology - Lead Software Engi... 필수 Proficiency with AI/ML frameworks and tools (e.g., TensorFlow, scikit-learn, LangChain, OpenAI APIs) is a strong advantage.
잡코리아 [㈜샤프에비에이션케이] 소프트웨어 개발자 모집 필수 ㆍKeras, PostgreSQL, Python, Pytorch, Tensorflow, GitHub, 강화학습, 지도학습, 비지도학습, 인공지능(AI), C#, ASP.NET, .NET, DevExpress
잡코리아 [㈜대한항공] 항공우주 무인기 AI 전문인력 상시모집 필수 ㆍAI 유관 전공(AI, 컴퓨터공학, S/W, 데이터 등) 석사 학위 이상 보유자 또는 AI 관련 분야(AI, 자율비행, 딥러닝 등) 연구개발 경력 2년 이상 보유자
SK Data Scientist (Revenue Management & Networ... 필수 More than 3 years' experience with Python, SQL and popular machine/deep learning libraries.
EY Business Solutions Manager - Data Science &... 필수 5+ years’ experience across data science, machine learning, AI or advanced analytics.
LH Data Scientist - LLM (all genders) 필수 At least 3 years of commercial experience in Data Science or Machine Learning
AA Data Scientist/Sr Data Scientist, Customer ... 필수 Experienced with Machine Learning, Data Science, and AI-driven techniques
FR AI/ML Engineer 필수 Experience with MLOps/MLLops for maintaining machine learning lifecycle.
사람인 [(주)대한항공] 항공우주 무인기 AI 전문인력 상시모집 필수 AI 유관 전공(AI, 컴퓨터공학, S/W, 데이터 등) 석사학위 이상 보유자 또는 AI 관련 분야(AI, 자율비행, 딥러닝 등)
AA Data Scientist/Sr Data Scientist, IT Operat... 필수 Deep knowledge of statistical and machine learning techniques
DL IT Portfolio Architect Testing 우대 Experience delivering enterprise AI, generative AI, machine learning, or agentic AI solutions in production environments.
DL Operations Research Scientist 우대 Working knowledge of statistical/machine learning tools (e.g., SAS, R, TensorFlow) preferred
UA Senior Developer - Information Technology 우대 Hands-on experience in Machine Learning and AI design and development
B6 Senior Analyst Operations Strategy (Tech Ops) 우대 Experience with statistical packages (e.g. R, scikit-learn, etc.)
AS/HA/QX Manager, AI 언급 The Manager, AI is responsible for executing strategy for the development and deployment of AI and machine learning solutions, including Generative AI (GenAI), to optimize Alaska Airlines' performance across system operations, flight operations, inflight services, maintenance and engineering, airport operations, scheduling, network planning, marketing, and revenue management at Alaska Air Group (A
BA Principal Product Data Scientist - Operatio... 언급 You'll be part of the Operations Delivery Intelligence (ODI) directorate, working within integrated operations product squads to build and embed industrialised decision‑support software products. This area plays a critical role in improving operational outcomes by applying advanced machine learning and optimisation techniques to real‑world decision‑making challenges across the airline.
UA Senior Data Scientist - Operations Research 언급 Develops the approach and methods to define and solve management problems through quantitative analysis and analytical models using operations research, machine learning, and structured programming languages
EY Senior Analytics Specialist 언급 Share knowledge with the rest of the ops analytics team to upskill existing team members on more advanced analytics techniques such as predictive modelling, forecasting, and machine learning
IB Data Scientist Specialist 언급 Desarrollar e implementar modelos de Machine Learning, Inteligencia Artificial y GenAI para casos de uso como predicción, optimización, detección de anomalías y automatización de procesos.
UA Sr. Manager, AI Platform Engineering 언급 Work with AI engineers to help them drive the architecture, design, and implementation of key components of the Agentic AI and Machine Learning platform
MM データインサイト担当 [데이터 인사이트 담당] 언급 담당시스템 기술관리업무 전반: ①항공기 운용데이터·정비데이터·신뢰성데이터·센서정보 수집·분석 통한 운항품질향상 ②고장예측모델·신뢰성관리알고리즘 설계·구축서포트 ③데이터분석결과 기반 업무개선제안 ④머신러닝/AI활용 예측분석 ⑤기타 기술관련업무
CX Data Scientist - Commercial Analytics 언급 Provide advanced analytics support including machine learning, big data, and statistical modeling across multiple functional areas
KL Consultant Decision Support PRM level 2 언급 You apply new techniques in the areas of cloud development, advanced analytics, artificial intelligence, and machine learning;
DL Senior Decision Scientist 언급 Use statistical analysis, operations research, and machine learning to create models that guide decision making.