Information Technology

3 weeks ago

Singapur, Singapore SINGAPORE AIRLINES LIMITED Full time
Job Description

SIA has multiple positions for junior and senior data scientists to drive our AI, data science and business analytics initiatives.

Key Responsibilities include:

  • Member of an in-house AI and data science development team that works on AI (including areas in generative AI, autonomous agent, NLP, computer vision and recommender system), mathematical optimization, game theory, and experimental design.
  • Work closely with business stakeholders to create impactful and intelligent features/services in AI, data science and data analytics. Propose and build scalable ML/DL solutions. Deploy them as API microservices for use by software applications and business users for faster and more effective decision making.
  • Oversee the technical work of external technology partners and provide them datasets to deliver products/services in AI and data science. Support business users in the assessment/ validation of partner-supplied prediction models and in their deployment to production cloud.
  • Work closely with application development teams to operationalize and integrate AI/ML capabilities in API microservices.
  • Note: You could be posted to any subsidiary in SIA Group.

Requirements

  • BS in Computer Science, Mathematics, Statistics, Physics or related discipline is required. PhD and MS degrees related to machine learning and other AI disciplines are preferred.
  • Intermediate programming skills in Python. Conversant with algorithm design/analysis, data structure and SQL. Familiarity with functional/object-oriented software development using modern programming languages such as Scala, TypeScript/JavaScript, Java and C# is a plus.
  • Exposure in the use of workflow/map-reduce and stream processing systems such as Spark and Kafka for big-data processing.
  • Relevant internship or industry experience as a hands-on data scientist/AI engineer in shallow and/or deep learning (you should be very comfortable with most topics covered in the free undergraduate textbook by Gareth James, “An Introduction to Statistical Learning – with Applications in Python”, 2023). Additional exposure in some of the following areas is a plus:
  1. Use of recent proprietary/open-source LLMs through prompt engineering (such as OpenAI ChatGPT and Bing Chat). Familiarity with LLM application/data frameworks (such as LlamaIndex and LangChain).
  2. Experience of using GPU-accelerated deep learning frameworks (such as PyTorch and TensorFlow).
  3. Familiarity with Bayesian statistics/inference and Bayesian/causal networks for probabilistic reasoning.
  • Some hands-on experience of AWS, Azure, GCP or other public cloud environment.
  • Good interpersonal and communication skills for working with both technical staff and non-technical business users.
  • Experience with Agile/Scrum/Kanban methodologies is a plus.
#J-18808-Ljbffr

  • Information Technology Specialist

    3 weeks ago

    Singapur, Singapore AVASO Technology Solutions Full time

    Direct message the job poster from AVASO Technology Solutions Impactful HR Professional | Shaping the Future Workforce Through Strategic Talent Acquisition Job Opportunity: IT Support Specialist Level 2 at AVASO Technology Employment Type: Part time on Demand Experience: 2+ years Company Overview : AVASO Technology is a global leader in providing IT...

  • Information Technology Support Engineer

    3 weeks ago

    Singapur, Singapore AVASO Technology Solutions Full time

    Overview Executive - Global Talent Acquisition at AVASO Technology Solutions Company Overview : AVASO Technology is a global leader in providing IT solutions and services, specializing in offering top-tier support and managed services. We are committed to delivering cutting-edge technology solutions to our clients worldwide. If you’re a passionate IT...

  • Information Technology Engineer

    3 weeks ago

    Singapur, Singapore So Drama! Entertainment Full time

    Direct message the job poster from So Drama! Entertainment Senior Human Resources Executive at So Drama! Entertainment Job Brief: We are looking for an IT Engineer (Contract) to join our team and help us develop the next generation of products. As an IT Engineer, you will be responsible for maintaining SDE applications, as well as providing technical...

  • Information Technology Manager

    3 weeks ago

    Singapur, Singapore Extra Space Singapore Holdings Pte. Ltd. Full time

    Overview Extra Space Asia is seeking a dynamic and commercially driven Information Technology (IT) Manager to oversee technology and IT-related matters for Extra Space Asia Group in Singapore, Korea, Japan, Hong Kong and Malaysia. This role will be critical in managing the IT infrastructure, ensuring data security and cybersecurity, and driving technological...

  • Information Technology Manager

    1 week ago

    Singapur, Singapore MCG Talent Full time

    Overview Our client is looking for an IT Manager with a background in Consulting to join their team. This role offers the opportunity to lead innovative IT projects and enhance systems that directly impact business success. The ideal candidate will bring a strong background in IT management within consulting environments, demonstrating a robust ability to...

  • Information Technology Executive

    2 weeks ago

    Singapur, Singapore SUTL Investments Pte Ltd Full time

    Get AI-powered advice on this job and more exclusive features. Overview The IT Executive plays a key role in ensuring the smooth operation of IT systems and providing technical support to staff across the Group. Responsibilities Install, configure, maintain, and troubleshoot PCs, hardware, software, LAN, and network systems. Administer and maintain servers...

  • Director of Information Technology

    3 weeks ago

    Singapur, Singapore Armstrong Asia Full time

    HR Generalist | Finance | Administration Roles at Group/HQ Level: Responsible for planning and executing the strategic & operational strategies, managing resources for the assigned sections, and working directly with the related teams to determine and implement Armstrong’s vision, direction, and strategy. Drive business- enabling technology, leading new...

  • Information Technology Executive

    2 weeks ago

    Singapur, Singapore SUTL Group of Companies Full time

    The IT Executive plays a key role in ensuring the smooth operation of IT systems and providing technical support to staff across the Group. Responsibilities Install, configure, maintain, and troubleshoot PCs, hardware, software, LAN, and network systems. Administer and maintain servers and network infrastructure in a Microsoft environment. Perform regular...

  • Information Technology Manager

    1 week ago

    Singapur, Singapore BIPO Full time

    BIPO is a leading one-stop human resource partner in Asia Pacific, with its global headquarter in Singapore. Founded in 2004, BIPO is a fast-growing company with branch offices in China, Hong Kong, Taiwan, Japan, India, Indonesia, Thailand, Malaysia, Philippines, Vietnam, and R&D centres in Indonesia, Singapore and Malaysia. This role is responsible for...

  • L1 Service Manager, Information Technology

    3 weeks ago

    Singapur, Singapore Government Technology Agency (GovTech) Full time

    L1 Service Manager, Information Technology (1-year contract) page is loadedL1 Service Manager, Information Technology (1-year contract) Apply locations EDB - SG SINGAPORE time type Full time posted on Posted Yesterday job requisition id JR- (What the role is) About Economic Development BoardThe Singapore Economic Development Board (EDB), a government agency...