Artificial Intelligence Technical Lead
4 days ago
Singapore Airlines is seeking a highly skilled Artificial Intelligence Technical Lead to drive our AI and data science initiatives.
Job DescriptionThe ideal candidate will be a member of the in-house AI Center-of-Excellence team that works on challenging problems in advanced AI, including generative multimodal AI, autonomous agents, NLP, computer vision, recommender systems, mathematical optimization, game theory, and experimental design.
- Rapidly develop and implement advanced machine learning algorithms to meet complex product requirements, defining hypotheses, executing necessary tests and experiments, evaluating, tuning and optimizing algorithms and methods, and ensuring cloud implementation ease, scalability, and robustness in a live customer-facing production environment.
- Provide technical direction and guidance to a small and highly skilled team of junior and senior data scientists embedded in Kanban data squads, delivering products/services in generative AI, data science, and data analytics to stakeholders in multiple business units. Serve as a go-to technical expert in your area of AI expertise.
- Collaborate closely with business stakeholders to create impactful and intelligent features/products, working with other team members including data scientists, data engineers, and data strategists. Take strategic ownership of all critical end-to-end AI processes.
- Administer/maintain performant cloud and on-premises GPU compute resources that train large ML models and provide inference API microservices in production.
Requirements
- A PhD degree related to computer science, machine learning, or other AI disciplines is required; consideration will be given to exceptional candidates without advanced degrees.
- Demonstrated intellectual firepower as a rapid problem-solver and tech lead.
- Advanced programming skills in Python, strong technical skills in algorithm design/analysis, data structure, and SQL, and at least intermediate-level mastery of functional/object-oriented software development using modern programming languages such as Scala, TypeScript/JavaScript, Java, or C#.
- Hands-on proficiency in the use of workflow/map-reduce and stream processing systems such as Spark and Kafka for big-data processing.
- 3+ years of relevant industry experience as a hands-on technical expert in shallow and deep machine learning, with additional specializations in most of the following areas: recent proprietary/open-source LLM APIs, software development skills involving multi-agents and prompt engineering using LLM application/data frameworks, GPU-accelerated deep learning frameworks, Bayesian statistics/inference, and Bayesian/causal networks for probabilistic reasoning.
- Significant hands-on experience of AWS, Azure, GCP, or other public cloud environments.
- Excellent mentoring, interpersonal, and communication skills for working with both technical staff and non-technical business users.
- Experience with Agile/Scrum/Kanban methodologies is a plus.
Compensation Package: The estimated salary for this position is SGD 250,000 - SGD 300,000 per annum, depending on qualifications and experience. Additionally, Singapore Airlines offers a comprehensive benefits package, including medical insurance, retirement plan, and paid time off.
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