ATS 항공 채용 스킬 인텔리전스
AIRLINE JOB & SKILL INTELLIGENCE
수집 공고1,005
항공사·소스79
국내 / 해외159/ 846
직군16
스킬142
공고–스킬 연결7,018
그래프 정점 / 간선1,299/ 10,868
수집 기준일2026-08-24
채용공고 › Singapore Airlines

Information Technology - Lead Software Engineer (AI Ops and Resilience)

추출된 스킬 16건
스킬분류수준근거 문장 (원문)
ITIL·ITSM 전문 자격증 필수 5+ years of experience in IT operations or substantial exposure to ITSM processes and tooling.
머신러닝 IT·데이터 기술 필수 Proficiency with AI/ML frameworks and tools (e.g., TensorFlow, scikit-learn, LangChain, OpenAI APIs) is a strong advantage.
관측성 도구 IT·데이터 기술 필수 Experience with monitoring and observability platforms like Splunk, Grafana, ScienceLogic, or equivalent (advantageous).
생성형 AI·LLM IT·데이터 기술 필수 Proficiency with AI/ML frameworks and tools (e.g., TensorFlow, scikit-learn, LangChain, OpenAI APIs) is a strong advantage.
AWS IT·데이터 기술 필수 Familiarity with CI/CD pipelines, GitOps practices, cloud platforms (AWS, Azure, GCP), and Infrastructure-as-Code (IaC) tools (advantageous).
Azure IT·데이터 기술 필수 Familiarity with CI/CD pipelines, GitOps practices, cloud platforms (AWS, Azure, GCP), and Infrastructure-as-Code (IaC) tools (advantageous).
CI/CD IT·데이터 기술 필수 Familiarity with CI/CD pipelines, GitOps practices, cloud platforms (AWS, Azure, GCP), and Infrastructure-as-Code (IaC) tools (advantageous).
GCP IT·데이터 기술 필수 Familiarity with CI/CD pipelines, GitOps practices, cloud platforms (AWS, Azure, GCP), and Infrastructure-as-Code (IaC) tools (advantageous).
JavaScript·TypeScript IT·데이터 기술 필수 Hands-on software development or scripting experience in Python, JavaScript (Node.js), or similar languages.
Python IT·데이터 기술 필수 Hands-on software development or scripting experience in Python, JavaScript (Node.js), or similar languages.
ServiceNow·Workday IT·데이터 기술 필수 Proficient with ITSM platforms such as ServiceNow, BMC Remedy, or similar tools.
학사 학위 학력·법적 자격 필수 Bachelor's Degree in Computer Science, Engineering, or a related field (or equivalent experience).
팀워크 직무 역량 필수 Demonstrated ability to mentor technical teams and lead cross-functional collaboration.
이해관계자 관리 직무 역량 필수 Demonstrated ability to mentor technical teams and lead cross-functional collaboration.
문제 해결 직무 역량 필수 Excellent problem-solving, communication, and stakeholder management skills.
리더십 직무 역량 언급 Provide mentorship and guidance to ITSM IPC (Incident, Problem, Change and DR management) Engineers, ensuring effective execution and governance of ITSM processes aligned with ITIL best practices.
공고 원문
Key Responsibilities - Reimagine and enhance core ITSM practices (Incident, Problem, Change, and Knowledge Management) using modern development frameworks and automation tools. - Design, prototype, and implement AI-driven operational tools, including predictive incident detection, automated remediation workflows, intelligent alerting, and large language model (LLM)-based knowledge agents. - Lead the development and deployment of custom automation solutions to improve IT service reliability and reduce manual workload across ITSM domains. - Collaborate with platform teams, enterprise architects, and developers to conceptualize and build next-generation IT operational capabilities. - Provide mentorship and guidance to ITSM IPC (Incident, Problem, Change and DR management) Engineers, ensuring effective execution and governance of ITSM processes aligned with ITIL best practices. - Drive adoption and continuous improvement of ITSM best practices across all IT teams. - Oversee operational aspects of the IT Command Centre and Helpdesk, including: acting as the primary liaison between internal stakeholders and external service providers; monitoring and managing performance of vendor-managed services to ensure SLA and KPI compliance; participating in service reviews, audits, and performance assessments; managing Incident, Problem, and Change Management processes across vendor operations; leading continuous improvement initiatives and service enhancements; supporting escalation management and root cause analysis efforts. Requirements / Qualifications - Bachelor's Degree in Computer Science, Engineering, or a related field (or equivalent experience). - 5+ years of experience in IT operations or substantial exposure to ITSM processes and tooling. - Strong understanding of ITIL framework and ITSM best practices; ITIL v3/v4 certification is preferred. - Hands-on experience with automation tools, scripting, and AI/ML technologies relevant to IT operations. - Proficient with ITSM platforms such as ServiceNow, BMC Remedy, or similar tools. - Demonstrated ability to mentor technical teams and lead cross-functional collaboration. - Excellent problem-solving, communication, and stakeholder management skills. - Hands-on software development or scripting experience in Python, JavaScript (Node.js), or similar languages. - Experience with monitoring and observability platforms like Splunk, Grafana, ScienceLogic, or equivalent (advantageous). - Familiarity with CI/CD pipelines, GitOps practices, cloud platforms (AWS, Azure, GCP), and Infrastructure-as-Code (IaC) tools (advantageous). - Proficiency with AI/ML frameworks and tools (e.g., TensorFlow, scikit-learn, LangChain, OpenAI APIs) is a strong advantage. - A passion for innovation and continuous improvement. Preferred / Nice to have - ITIL v3/v4 certification; monitoring/observability platform experience; CI/CD, GitOps, cloud, IaC familiarity; AI/ML framework proficiency Selection process / Benefits (if stated) - Not stated ---