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수집 기준일2026-08-24
스킬 온톨로지 › IT·데이터 기술

함께 요구되는 스킬

AGE · npmi 순
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GCP 10 0.606
머신러닝 11 0.582
AWS 13 0.579
Azure 10 0.557
쿠버네티스·도커 8 0.549
JavaScript·TypeScript 8 0.549
Java 7 0.536
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Python 15 0.511
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석·박사 10 0.472
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요구하는 항공사

필수·우대 기준
코드항공사공고
UA United Airlines · 미국 6
SQ Singapore Airlines · 싱가포르 2
EK Emirates · UAE 2
DL Delta Air Lines · 미국 2
QR Qatar Airways · 카타르 1
AA American Airlines · 미국 1
LH Lufthansa Group · 독일 1
FR Ryanair · 아일랜드 1
TW 티웨이항공 (T'way Air) · 대한민국 1
B6 JetBlue Airways · 미국 1

직군별 요구 분포

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코드공고수준근거 문장
UA Data Scientist - Machine Learning 필수 Advanced proficiency in Python and SQL, with software engineering best practices including object-oriented programming, Git, and CI/CD; experience architecting data pipelines and working with large datasets in relational or distributed databases such as Snowflake, BigQuery, SQL Server, or Teradata; deep expertise in Generative AI, including prompt engineering, LLM fine-tuning, embeddings, RAG, vec
UA Supervisor - AO Premium Services (Onsite) 필수 Demonstrates an understanding of the capabilities and limitations of generative AI tools and effectively leverages them to support research, analysis, content creation, and problem-solving. Apply critical thinking to validate AI-generated outputs while adhering to organizational policies for responsible AI use, data privacy, and security
SQ Information Technology - Senior Data Scient... 필수 Experience in the use of recent proprietary/open-source LLM APIs (such as OpenAI GPT-4, Anthropic Claude 2, Google PaLM 2, or Meta LLaMA 2); software development skills involving multi-agents and prompt engineering using LLM application/data frameworks (such as LlamaIndex and LangChain).
UA Senior Engineer - Data Operations 필수 Must have AWS infrastructure, Terraform, Kubernetes, CI/CD, Python/Bash, monitoring, cloud security, database, troubleshooting, communication, AI-assisted engineering, generative AI fundamentals, and responsible AI evaluation skills.
UA Senior AI Engineer - Cybersecurity 필수 Experience coding with agentic frameworks such as LangChain, AutoGen, Semantic Kernel, CrewAI, or similar libraries to build custom multi-agent systems.
EK Senior Technical Software Engineer - Salesforce 필수 Hands-on experience with AI/LLM technologies, including prompt engineering, grounding, RAG, AI-powered applications, and responsible AI practices
AA Sr Manager, IT AI Engineering 필수 Strong understanding of LLM-based systems, including agent patterns, RAG, tool/function calling, prompt engineering, and evaluation method
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.
QR Lead Technical Architect 필수 Skilled in adapting and integrating emerging technologies such as AI/ML, Generative AI into software solutions
FR AI/ML Engineer 필수 Hands-on experience with generative AI models and familiarity with common use cases for Generative AI.
EK Data Scientist/AI Engineer 필수 Experience developing and deploying Machine Learning, GenAI, LLM and Agentic AI solutions
DL Senior Software Development Engineer 필수 Experience working with generative AI or LLM-based solutions is highly desirable.
LH Data Scientist - LLM (all genders) 필수 Data Scientist - LLM (all genders)
UA Director - Clubs & Lounges 우대 Demonstrated understanding of the capabilities and limitations of generative AI tools and efficient leverage of AI to support research, analysis, content creation, and problem solving. Application of critical thinking to validate AI-generated outputs, while adhering to organizational policies for responsible AI use, data privacy, and security.
UA Manager - Menu Scheduling & Planning 우대 Demonstrates an understanding of the capabilities and limitations of generative AI tools and effectively leverages them to support research, analysis, content creation, and problem-solving. Apply critical thinking to validate AI-generated outputs while adhering to organizational policies for responsible AI use, data privacy, and security.
B6 Senior Principal Engineer 우대 The use of ChatGPT, any other LLM,or any other automated tool during the interview process will disqualify a candidate from being considered for the position.
DL IT Portfolio Architect Testing 우대 Experience delivering enterprise AI, generative AI, machine learning, or agentic AI solutions in production environments.
TW 일반직(IT) — 웹/IT기획 우대 ㆍFigma, Notion, 생성형 AI 등 툴 사용 능통자
NZ Senior AI Engineer/ AI Engineer 언급 At Air New Zealand, we’re constantly evolving, embracing innovation and pushing boundaries to create extraordinary experiences for our customers and employees. As we continue to grow and transform, we're seeking individuals who are passionate about making a difference and playing a key role in our journey. This is why we are excited to offer the opportunity to join our Digital team and help design
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
NZ Senior AI Engineer/ AI Engineer 언급 At Air New Zealand, we’re constantly evolving, embracing innovation and pushing boundaries to create extraordinary experiences for our customers and employees. As we continue to grow and transform, we're seeking individuals who are passionate about making a difference and playing a key role in our journey. This is why we are excited to offer the opportunity to join our Digital team and help design
AA Data Scientist/Sr Data Scientist, IT Operat... 언급 Advanced modeling: develop, validate, and deploy models to solve complex business problems. Techniques include building predictive or classification models by employing statistical models, machine learning, deep learning, NLP, GenAI, LLMs, etc.
VA Engineer (Developer Platform and AI-enabled SDLC) 언급 Experience with Backstage, GitOps, developer experience research, LLM APIs, agent evaluation, AI gateway patterns, or safety-conscious and regulated environments would be highly regarded.
UA Sr. Manager, AI Platform Engineering 언급 This role requires a deep understanding of ML infrastructure and MLOps, combined with hands-on or architectural experience in LLMs, RAG pipelines, and GenAI application integration
LH Senior Full Stack Engineer - Java 언급 Integrating mathematical optimization engines and Generative AI capabilities into production-grade enterprise applications (key part of this role)