- Apply AI, ML, and LLM-based tools to solve real-world operational and reliability challenges
- Identify, prototype, and validate AI-driven improvements to day-to-day operations using clear, measurable metrics
- Operationalise successful AI use cases into reliable, scalable, and maintainable production capabilities
- Improve system observability, incident detection, root-cause analysis, and operational efficiency through automation and intelligence
- Support the end-to-end lifecycle of AIOps, MLOps, and LLMOps solutions, from experimentation to production
- Ensure operational reliability, robustness, and maintainability of AI-enabled systems
- Collaborate closely with senior engineers and operations teams to align solutions with business and operational needs
- Continuously evaluate emerging AI technologies and tools for practical applicability and impact
- Embed best practices for monitoring, governance, and responsible use of AI in operational environments
- Explore and evaluate AI, ML, and LLM-based tools that can improve operational efficiency and visibility
- Build small proof-of-concepts or prototypes to validate ideas in operational contexts
- Measure outcomes using simple, clearly defined metrics
- Analyze logs, metrics, traces, and events to identify anomalies and automation opportunities
- Assist in deploying, monitoring, and maintaining ML or LLM-enabled solutions
- Automate repetitive operational tasks using scripts, workflows, or lightweight services
- Work with senior engineers to turn validated ideas into stable, scalable capabilities
- Document solutions, trade-offs, and lessons learned for reuse by other teams
- Stay informed on relevant AI and open-source tooling, and suggest ideas worth testing
- Bachelor's or Master's degree in Computer Science or a related field
- 1–2 year experience:
- Python, SQL, Apache Spark, or similar languages
- Data Wrangling, Analysis and Visualisation
- Containers and deployment fundamentals (Docker; Kubernetes)
- Version Control (Git)
- Testing (pytest)
- MLOps/GenAI Ops tools
- Internships, graduate projects, hackathons, open-source contributions, or relevant work experience in:
- Software development
- Automation
- AI / ML / GenAI-related project
- Familiarity with
- Software engineering best practices, including OO/Functional design, reproducibility, and testing
- Logs, metrics, and monitoring concepts
- ML/GenAI tooling (LLM, RAG, LlamaGuard, Presidio, MLFlow, LangFuse etc)
- Monitoring and observability stacks (Prometheus, Grafana, OpenTelmetry)
- Hands-on experience with cloud ML services (Databricks, Azure ML, etc.)
- Hands-on, curious, and proactive
- Pragmatic and focused on operational impact
- Disciplined about scaling what works and discarding what doesn't
- Collaborative and able to communicate ideas clearly
- Self-driven and proactive, comfortable working in a fast-paced environment
- Familiarity with AI and data development process in telco environment
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Data & AI Operations Engineer - Singapore - Singtel
Description
Powering the Future with AIDATo lead the next phase of our AI evolution, we've launched a new business unit AIDA – Artificial Intelligence & Data Analytics – a strategic engine driving our transformation designed to scale our AI ambitions with precision and purpose.This marks a pivotal shift in how we operate, innovate, and serve to embed intelligence into every layer of our business.
At Singtel, this is more than a technology upgrade. It's a strategic transformation that redefines how value is created across the enterprise core— augmenting human capabilities and unlocking entirely new potential. It is a transformation journey by aligning people, platforms, and processes under one cohesive strategy. Our mission is to build AI literacy, and foster a culture where intelligence empowers people.
We welcome you to join us on a transformational journey that's reshaping the telecommunications industry — and redefining what's possible with AI at its core. Grow with us in a workplace that champions innovation, embraces agility, and puts human potential at the heart of everything we do.
Be a Part of Something BIG
Take the leap with Singtel to unlock new opportunities and accelerate your growth. Apply now and start your empowering career
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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Operation Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore, Singapore, Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Vita Coco- Singapore
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Operation Engineer
Only for registered members Singapore
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Operation Engineer
Only for registered members Singapore
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IT Operation Engineer
Only for registered members Singapore, Singapore
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Operations Engineer
Only for registered members Singapore
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Operation Engineer
Only for registered members Singapore
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IT Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore, Singapore
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Operations Engineer
Only for registered members Singapore
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Operations Engineer
Only for registered members Singapore
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IT Operations Engineer
Only for registered members Singapore
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Operation Engineer
Only for registered members Singapore