Senior Principal Analyst, Machine Learning, Office of Insights and Analytics

4 weeks ago


Singapore SINGAPORE HEALTH SERVICES PTE LTD Full time
Roles & Responsibilities

You will drive the development and implementation of strategic plans for data analytics projects to leverage advanced Machine Learning, Generative AI and related cloud technologies to improve healthcare outcomes, enhance operationalefficiency and support data-driven decision-making. You will also drive the requirements and manage the Healthcare common analytics platform, ensuring that it meets the needs of various stakeholders. You will acquire and analyse large datasets to extract actionable insights and support clinical and operational decisions. Additionally, you will be involved in the development and deployment of Machine Learning and Generative AI models to solve complex healthcare problems, as well as the implementation of the required technologies for Generative AI.

You will ensure AI applications comply with regulatory standards and ethical guidelines. You will also continuously monitor and optimisI models for accuracy, efficiency and effectiveness and drive innovation by exploring and integrating emerging AI technologies into healthcare practices and work closely with healthcare professionals, IT teams and other stakeholders to prioritize and ensure AI solutions meet SingHealth needs.

Job Requirements

  • Bachelor's Degree in Computer Science, Information Technology, Data Science, AI, Machine Learning or a related quantitative discipline
  • Master's Degree in relevant disciplines will be an added advantage
  • At least 10 years of relevant working experience in Machine Learning, specifically in areas such as Natural Language Processing, data analysis or a related field
  • Knowledge of Machine Learning algorithms and Generative AI techniques, and programming languages such as Python, R, and SQL
  • Knowledge with cloud technology and platform such as AWS, Azure or Google Cloud which are used to deploy AI and data analytics solutions
  • Prior experience working with large and complex structured as well as unstructured datasets
  • A strong background in designing, developing and implementing AI models and algorithms
  • Ability to analyse complex datasets and identify patterns and insights to make informed business decisions
  • Prior experience in graph analytics and Generative AI solutions would be advantageous
  • Excellent problem-solving and analytical skills
  • Strong interpersonal and communication skills
  • Ability to work in a fast-paced and collaborative environment
Tell employers what skills you have

Machine Learning
Data Analysis
Analytical Skills
Azure
Natural Language Processing
Healthcare
Information Technology
SQL
Python
Communication Skills
Google Cloud
Data Science
Data Analytics

  • Singapore SingHealth Group Full time

    Singapore Health Services Pte Ltd **Senior Analyst, Data Science (Machine Learning), Office of Insights & Analytics**: - Job Category: Administration - Posting Date: 4 Feb 2025 We are seeking a Senior Analyst in Data Science (Machine Learning) to join our Office of Insights and Analytics. In this role, you will be responsible for extracting, processing,...


  • Singapore SINGAPORE HEALTH SERVICES PTE LTD Full time

    Roles & ResponsibilitiesYou will drive the development and implementation of strategic plans for data analytics projects to leverage advanced Machine Learning, Generative AI and related cloud technologies to improve healthcare outcomes, enhance operationalefficiency and support data-driven decision-making. You will also drive the requirements and manage the...


  • Singapore REAL ESTATE ANALYTICS PTE. LTD. Full time

    Roles & ResponsibilitiesCompany Overview:Real Estate Analytics Pte Ltd (REA) is a leading provider of data-driven insights and advanced analytics for the real estate industry. We leverage cutting-edge technologies to deliver valuable solutions that empower real estate professionals to make smarter, data-backed decisions. Our mission is to transform the real...


  • Singapore REAL ESTATE ANALYTICS PTE. LTD. Full time

    Roles & ResponsibilitiesCompany Overview:Real Estate Analytics Pte Ltd (REA) is a leading provider of data-driven insights and advanced analytics for the real estate industry. We leverage cutting-edge technologies to deliver valuable solutions that empower real estate professionals to make smarter, data-backed decisions. Our mission is to transform the real...


  • Singapore SINGAPORE HEALTH SERVICES PTE LTD Full time

    Roles & ResponsibilitiesYou will be leading the development and deployment of Generative AI (Gen AI) applications, including voice-to-text functionalities, within SingHealth. You will establish and implement strategic plans for these AI projects, ensuring that they align with the organisation's goals and healthcare standards. You will need to have a strong...


  • Singapore SINGAPORE HEALTH SERVICES PTE LTD Full time

    Roles & ResponsibilitiesYou will provide technical advisory to the analysts, establishing data analytics support (including development of machine learning models, dashboards) within the SingHealth Group including both clinical and financial analytics initiatives for value-driven care, bundled payments, population health, Cost Systemisation (CoSy) initiative...


  • Singapore DBS Bank Limited Full time

    Company OverviewDBS Bank Limited is a leading financial institution that empowers its employees with an efficient, nimble and resilient infrastructure. Our Group Technology enables and empowers the bank with a strategic focus on productivity, quality & control, technology, people capability and innovation.Job DescriptionAs a Senior Data Analyst, you will...


  • Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

    About the Position:We are seeking an experienced Principal Research Scientist to join our research team at NTU's Air Traffic Management Research Institute. As a member of our team, you will lead and guide R&D projects, providing strategic leadership and support for all aspects of R&D activities. A solid technical foundation in human factors, AI, and...


  • Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

    The School of Electrical and Electronic Engineering at Nanyang Technological University is committed to excellence in research and education, with a strong focus on signal processing and machine learning.About Our ResearchWe have a thriving research environment that fosters collaboration and innovation, with faculty members and students working together to...


  • Singapore Johnson & Johnson Full time

    An opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...


  • Singapore ATTIX APAC PTE. LTD. Full time

    Roles & ResponsibilitiesJob Description & RequirementsWe are looking for a Quantitative Analyst who will be responsible for developing and implementing AI-driven models and algorithms to enhance our investment strategies. The ideal candidate will have a strong background in quantitative analysis, machine learning, and programming, with a focus on Python.Key...

  • Business Analyst

    2 days ago


    Singapore Thought Machine Full time

    **General information**: - Job Title- Business Analyst- City- Singapore- Country- Singapore- Division- Client Services- Department- Project Services**Description**: - Thought Machine’s mission is bold - to properly and permanently rid the world’s banks of legacy technology. To achieve this, we have developed the foundations of modern banking and built...


  • Singapore ATTIX APAC PTE. LTD. Full time

    Roles & ResponsibilitiesOur company is at the forefront of innovation in financial technology. Our mission is to develop AI-driven strategies that predict market trends.We're looking for talented individuals to join our newly founded trading team in our Singapore office as Machine Learning Developers with a specialization in predictive...


  • Singapore Aon Full time

    **Job Description**: **Senior Catastrophe Insight Analyst** Aon Impact Forecasting is a team of scientists, developers and client services colleagues together developing and supporting catastrophe models for various natural and artificial perils including flood, windstorm, earthquake, fire or terrorism, which are used in the re/insurance industry. The...


  • Singapore ASIAONE ONLINE PTE. LTD. Full time

    Roles & ResponsibilitiesAsiaOne is an established leading one-stop digital content destination based in Singapore and serving a regional audience. We believe in constantly adapting and innovating in order to be relevant for our clients and audiences. If you are committed, passionate, and keen to challenge yourself in this dynamic and fast-paced environment,...


  • Singapore TALENTSIS PTE. LTD. Full time

    Roles & ResponsibilitiesJob Responsibilities:Develop and deploy machine learning models: Design, build, optimize, and deploy machine learning models to address business challenges. Collaborate with cross-functional teams to define objectives and integrate models into production systems. Model training and evaluation: Train and fine-tune models using...


  • Singapore Workato Full time

    **About Workato**: **Why join us?**: Ultimately, Workato believes in fostering a **flexible, trust-oriented culture that empowers everyone to take full ownership of their roles**. We are driven by **innovation**and looking for** team players**who want to actively build our company. But, we also believe in **balancing productivity with self-care**. That's...


  • Singapore SkillsFuture Singapore Full time

    **What the role is** - The Planning & Analytics Office (PAO) supports the Regulatory, Fraud and Enforcement Group (RFEG) in formulating and managing operations policy and planning for the regulation of the private education institutions (PEIs) and training providers (TPs), so as to strengthen their overall standards. - Carry out data science projects and...


  • Singapore HUBBED PTE. LTD. Full time

    Founded in 2010, our client is a predictive analytics company run by world-class quantitative marketing scientists and industry-experienced data scientists. Their focus is to become a leading analytics solution provider in our chosen fields of expertise (telecom, retail, life sciences, and financial services) while advancing graph analytics technology. They...


  • Singapore SHIELD AI TECHNOLOGIES PTE. LTD. Full time

    Roles & ResponsibilitiesAs a Software Engineer (Machine Learning), you will develop and leverage innovative machine learning solutions for solving complex sets of problems and applications. By analyzing and detecting patterns in vast amounts of data, you should have a good understanding of machine learning life cycle-algorithms, data structures and design...