- Geylang Southeast (Singapore) Singapore
全职 Director, AI - Machine Learning 工作, 薪水 up to SGD 24,000, Singtel Southeast (Singapore) 公司招聘中 - Ricebowl
工作地点
职位描述
岗位职责
Key Responsibilities:
Hands-on AI Delivery
Lead and contribute directly to the design, development, and deployment of AI/ML solutions across Singtel Consumer, Enterprise, Network, IT, and Corporate domains.
Translate complex business problems into well-scoped AI use cases with clear success metrics and measurable impact.
Drive end-to-end AI/ML lifecycle ownership: problem framing, data strategy, feature engineering, model development, evaluation, deployment, and post-launch monitoring.
Apply a broad range of techniques including machine learning, data science, optimisation, and GenAI where it delivers real value.
Improve and modernise existing AI solutions, enhancing accuracy, scalability, robustness, and maintainability.
Make pragmatic technical and architectural decisions, balancing speed, quality, and long-term sustainability.
Lead selected GenAI and LLM-enabled use cases, including but not limited to RAG, agentic workflows, and AI-assisted decisioning.
Work closely with platform and governance teams to ensure GenAI solutions are secure, responsible, and production-ready.
Stay abreast of emerging AI trends and evaluate their applicability to Singtel’s business.
People Leadership
Lead, mentor, and develop a team experienced data scientists.
Act as a technical role model and coach, providing hands-on guidance and constructive challenge.
Foster a strong team culture focused on engineering quality, business impact, and continuous learning.
Support hiring, performance development, and talent growth within the team.
Stakeholder & Partner Engagement
Partnerclosely with business stakeholders to shape AI roadmaps and prioritisehigh-value use cases.
Collaboratewith leading AI ecosystem partners such as OpenAI, Databricks, Mistral, NVIDIAand others.
Represent Singtel at industry forums, conferences, and partner engagements, contributing to thought leadership and external visibility where appropriate.
Skills for Success:
Bachelor or Postgraduatedegree in computer science, mathematics, statistics, or a related field.
15+ years of experience in AI/ machine learning / data science, with a strong track record of hands-ondelivery.
Experience leading AIinitiatives from ideation through production in complex, real-worldenvironments.
Prior experience mentoring ormanaging technical teams is required.
Experience in largeenterprises, telco, tech, financial services, or consulting environments isadvantageous.
Deep technical and datascience expertise, demonstrating proficiency in:
Machine Learning &Statistical Modelling: Including linear regression, GLMs, time seriesforecasting, supervised learning (e.g., gradient boosted trees, neuralnetworks), segmentation, clustering, design of experiments, and causalinference.
LLMs & Generative AI: Fine-tuning and evaluation of large language models (e.g., GPT, LLaMA), promptengineering, red-teaming, and performance monitoring
Efficient data manipulation(with skills in SQL, Python, Spark, Hadoop/Hive, and Databricks) and datavisualization (using tools like Power BI).
Familiar with softwareengineering best practices, including modular code design, reproducibility, andtesting. Proficient with version control tools such as GitHub, GitLab, andBitbucket
Exposure to cloud platforms(e.g., Azure AWS, GCP) and ML lifecycle tools (e.g., MLflow, Airflow)
Ability to review code,designs, and models, and to contribute hands-on is required.
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
Hands-on AI Delivery
Lead and contribute directly to the design, development, and deployment of AI/ML solutions across Singtel Consumer, Enterprise, Network, IT, and Corporate domains.
Translate complex business problems into well-scoped AI use cases with clear success metrics and measurable impact.
Drive end-to-end AI/ML lifecycle ownership: problem framing, data strategy, feature engineering, model development, evaluation, deployment, and post-launch monitoring.
Apply a broad range of techniques including machine learning, data science, optimisation, and GenAI where it delivers real value.
Improve and modernise existing AI solutions, enhancing accuracy, scalability, robustness, and maintainability.
Make pragmatic technical and architectural decisions, balancing speed, quality, and long-term sustainability.
Lead selected GenAI and LLM-enabled use cases, including but not limited to RAG, agentic workflows, and AI-assisted decisioning.
Work closely with platform and governance teams to ensure GenAI solutions are secure, responsible, and production-ready.
Stay abreast of emerging AI trends and evaluate their applicability to Singtel’s business.
People Leadership
Lead, mentor, and develop a team experienced data scientists.
Act as a technical role model and coach, providing hands-on guidance and constructive challenge.
Foster a strong team culture focused on engineering quality, business impact, and continuous learning.
Support hiring, performance development, and talent growth within the team.
Stakeholder & Partner Engagement
Partnerclosely with business stakeholders to shape AI roadmaps and prioritisehigh-value use cases.
Collaboratewith leading AI ecosystem partners such as OpenAI, Databricks, Mistral, NVIDIAand others.
Represent Singtel at industry forums, conferences, and partner engagements, contributing to thought leadership and external visibility where appropriate.
Skills for Success:
Bachelor or Postgraduatedegree in computer science, mathematics, statistics, or a related field.
15+ years of experience in AI/ machine learning / data science, with a strong track record of hands-ondelivery.
Experience leading AIinitiatives from ideation through production in complex, real-worldenvironments.
Prior experience mentoring ormanaging technical teams is required.
Experience in largeenterprises, telco, tech, financial services, or consulting environments isadvantageous.
Deep technical and datascience expertise, demonstrating proficiency in:
Machine Learning &Statistical Modelling: Including linear regression, GLMs, time seriesforecasting, supervised learning (e.g., gradient boosted trees, neuralnetworks), segmentation, clustering, design of experiments, and causalinference.
LLMs & Generative AI: Fine-tuning and evaluation of large language models (e.g., GPT, LLaMA), promptengineering, red-teaming, and performance monitoring
Efficient data manipulation(with skills in SQL, Python, Spark, Hadoop/Hive, and Databricks) and datavisualization (using tools like Power BI).
Familiar with softwareengineering best practices, including modular code design, reproducibility, andtesting. Proficient with version control tools such as GitHub, GitLab, andBitbucket
Exposure to cloud platforms(e.g., Azure AWS, GCP) and ML lifecycle tools (e.g., MLflow, Airflow)
Ability to review code,designs, and models, and to contribute hands-on is required.
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
重要安全守则
申请工作时，切勿提供您的银行或信用卡详细资料。不要转账或完成无关的在线调查问卷。如果您发现可疑内容，请举报此招聘广告。
了解更多