Information Technology
2 weeks ago
SIA has multiple positions for generative AI/deep learning experts to drive our AI and data science initiatives.
Key Responsibilities include:
- Member of the in-house AI Center-of-Excellence team that works on challenging problems in advanced AI (including areas on generative multimodal AI, autonomous agent, NLP, computer vision, recommender system), mathematical optimization, game theory, and experimental design.
- Research and develop advanced machine learning algorithms to meet complex product requirements. The scope includes defining hypotheses, executing necessary tests and experiments; evaluating, tuning and optimizing algorithms and methods; and having an eye towards 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. These squads deliver products/services in generative AI, data science and data analytics to stakeholders in a large number of business units. Serve as a go-to technical expert in your area of AI expertise.
- Work closely with business stakeholders to create impactful and intelligent features/products. Collaborate with other team members including data scientists, data engineers and data strategists. 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
- 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. At least intermediate-level mastery of functional/object-oriented software development using modern programming languages such as Scala, TypeScript/JavaScript, Java or C# is a must.
- Hands-on proficiency in the use of workflow/map-reduce and stream processing systems such as Spark and Kafka for big-data processing.
- 3 or more 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:
- Experience in the use of recent proprietary/open-source LLM APIs (such as OpenAI GPT-4, Anthropic Claude 2, Google PaLM 2, or Meta LLaMA 2); software development skills involving multi-agents and prompt engineering using LLM application/data frameworks (such as LlamaIndex and LangChain).
- Highly conversant with GPU-accelerated deep learning frameworks (such as PyTorch and TensorFlow).
- Demonstrated ability in rapidly adapting, training and deploying state-of-the-art AI models or services in production based on the latest published research papers and open-source code.
- Familiarity of Bayesian statistics/inference and Bayesian/causal networks for probabilistic reasoning.
- Significant hands-on experience of AWS, Azure, GCP or other public cloud environment.
- 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.
-
Information Technology Executive
1 week ago
Singapore B D E TECHNOLOGY PTE. LTD. Full timeResponsibilities: Troubleshooting software or hardware problems faced by company & client promptly. Carry out inhouse product testing, quality checking. Provide software training to Clients after Project installation. Identify, propose & procure products that will improve company's product efficiency. Any other Adhoc duties as assigned.Requirements: Possess...
-
Singapore SCHOOL OF SCIENCE AND TECHNOLOGY, SINGAPORE Full timeRoles & ResponsibilitiesThe Information & Communications Technology Executive reports to the Information & Communications Technology Manager.He/She is responsible for Information & Communications Technology matters such as:- Assist the Manager in monitoring the daily operations of the ICT helpdesk, and work with the outsourced Desktop engineer to provide...
-
Information & Communications Technology Executive
2 months ago
Singapore SCHOOL OF SCIENCE AND TECHNOLOGY, SINGAPORE Full timeRoles & ResponsibilitiesThe Information & Communications Technology Executive reports to the Information & Communications Technology Manager.He/She is responsible for Information & Communications Technology matters such as:- Assist the Manager in monitoring the daily operations of the ICT helpdesk, and work with the outsourced Desktop engineer to provide...
-
Information Technology
1 week ago
Singapore SINGAPORE AIRLINES LIMITED Full timeJob Title: IT Solutions Specialist at SIA Information Technology Division Roles & Responsibilities The selected candidate will be part of a vibrant team dedicated to digitalizing essential business processes within Airline Operations, including Cabin Crew, Pilots, Ops Control, and Safety units. They will be involved in developing and managing a range of IT...
-
Information Technology
3 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
3 days ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
2 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
3 days ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
2 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
4 weeks ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
3 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
3 weeks ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world’s first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
2 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
4 weeks ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
2 months ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
4 weeks ago
Singapore SINGAPORE AIRLINES Full timeThe successful candidate will join the Application Services (Loyalty Marketing) department in SIA Information Technology Division. As a developer with Kris+/Krispay (world's first blockchain based airline loyalty digital wallet), you will be working with our team of developers, UX designers and product specialists to enhance our platform, web and mobile...
-
Information Technology
1 week ago
Singapore Singapore Airlines Limited Full timeJob Description The successful candidate will join the Applications Services department in SIA Information Technology DivisionResponsibilities Perform the role of application developer, to create complex distributed architecture solutions Design, code and implement from layout to product features using best software development practices Record all...
-
Information Technology
1 week ago
Singapore SINGAPORE AIRLINES LIMITED Full timeWe are looking for solution architect to join the Application Services (Customer Service) department in SIA Information Technology Division. You will play an important role in evaluating the business requirements or challenges, collaborate with business and IT teams to come out with optimal solutions in the form of products or services that adhere to the...
-
Information Technology
1 week ago
Singapore Singapore Airlines Full timeKey Responsibilities include: Engage business stakeholders to understand their requirements. Propose IT solutions that meet business objectives, digitalize key operational processes and drive digital ops. Build and manage IT solutions to transform airline operations in line with the Ops Digital Roadmap. Work with technology, business units and relevant...
-
Information Technology
1 week ago
Singapore Singapore Airlines Full timeYou will be responsible for delivering business value to the Customer Experience departments through information technology, and to drive agile culture, an innovative mind-set and design thinking approaches within the tribe. You will need to take on various roles in an Agile model to drive lean, efficient, value driven delivery of the IT Product. Identify IT...
