채용공고 › Singapore Airlines
Information Technology - Lead Software Engineer (AI Ops and Resilience)
추출된 스킬 16건
| 스킬 | 분류 | 수준 | 근거 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
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