Machine Learning Engineer

1 week ago

Singapore Centre for Strategic Infocomm Technologies (CSIT) Full time

**SINGAPORE, SINGAPORE /**

**SOFTWARE ENGINEERING - HUMAN LANGUAGE TECHNOLOGY /**

**FULL-TIME**

**/ ON-SITE**
- CSIT develops products to advance the national security interests of Singapore. Our products are used in a wide range of operations, including, but not limited to, Counter-Terrorism and Computer Network Defence. We are looking for talented machine learning engineers to design and build cutting-edge machine learning systems that support the processing of large volumes of data at scale.

**Role**
- As an ML engineer, you will combine your deep understanding of machine learning techniques with your keen proficiency in system design and software engineering to operationalise, scale, and monitor ML solutions that act on a variety of multi-modal data types. You will work with data scientists and software engineers to explore a diverse range of techniques and build state-of-the-art solutions to solve complex problems found nowhere else. The work you do will transform the way information is processed on an organisational scale and deliver substantive value for our mission.

**Responsibilities**:

- You will:

- Engineer and deploy ML solutions as managed APIs or standalone libraries for downstream use
- Design data pre-processing and feature engineering pipelines for ML models
- Optimise and fine-tune ML models for performance at speed and scale
- Monitor and maintain ML models in a production environment
- Collaborate with cross-functional teams to integrate ML solutions into enterprise systems
- Write and maintain high-quality code and documentation following engineering and testing best practices
- Keep current with developments in academia and industry

**Requirements (Minimum Qualifications)**:

- You have:

- A Bachelor's degree in an engineering or ML-adjacent quantitative field (e.g., Computer Science, Computer Engineering, Information Systems, Mathematics, Statistics, Computational Linguistics, etc.) or equivalent practical experience
- Strong proficiency in Python, with the ability to read, write, document, and maintain code in an idiomatic way
- Familiarity with Python-based machine learning libraries (e.g., scikit-learn, transformers, spacy, etc.)
- Familiarity with Python-based API frameworks (e.g., fastapi)
- Working knowledge of a broad range of machine learning concepts and techniques

**Nice-to-haves**:

- A Master's degree or PhD in a relevant field and/or 3 or more years of relevant work experience
- Prior work in one or more of the following areas:

- _ Natural language processing or computational linguistics_
- _ Speech processing_
- _ Computer vision_
- _ Information retrieval_
- _ Data augmentation_
- _ Anomaly and drift detection_
- Experience using and managing Linux systems and environments
- Experience with containerisation and container orchestration platforms (e.g. Docker, Kubernetes)
- Experience in working with big data technologies (e.g. Hadoop, Spark, Kafka)
- As an agency under the Ministry of Defence (Singapore), only Singapore Citizens will be considered._

LI-DNI

  • Machine Learning Engineer

    4 days ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    4 days ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    3 days ago

    Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Are you passionate about AI and fintech? Do you want to join a company that is building cutting-edge technology to transform the financial industry and empower traders? If yes, then we have an exciting opportunity for you! We are looking for talented and motivated individuals who share our vision and want to make a difference in the world. We are looking...

  • Machine Learning Engineer

    3 days ago

    Singapore beBeeData Full time

    Machine Learning Engineer Job Summary: We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems. Key Responsibilities: Design and develop machine learning models using deep learning and other...

  • Machine Learning Engineering

    1 week ago

    Singapore Technosoft SEA Pte Ltd Full time

    **Description**: **Responsibilities**: - As a Machine Learning Engineer, you will contribute to state-of-the-art machine learning infrastructure and relevant software (e.g. supervised learning, reinforcement learning, data management, and evaluation at unparalleled scale). - Manipulate high-volume, high-dimensionality, structured data from automotive retail...

  • Machine Learning Engineer

    11 hours ago

    Singapore KAISHI PARTNERS PTE. LTD. Full time

    **Responsibilities**: - Designing machine learning systems and self-running artificial intelligence (AI) software to automate predictive models. - Ensuring that algorithms generate accurate user recommendations. - Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks. - Developing ML...

  • Machine Learning Engineer

    2 weeks ago

    Singapore NEWBRIDGE ALLIANCE PTE. LTD. Full time

    Newbridge is partnering with a leading software company to identify a skilled Machine Learning Engineer. Renowned for developing cutting-edge solutions, our client is seeking a talented professional to contribute to their innovative projects. Join us in shaping the future of machine learning in the software industry. **Position...

  • Machine Learning Engineer

    7 days ago

    Singapore beBeeData Full time $150,000 - $200,000

    Machine Learning EngineerJob Summary:We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems.Key Responsibilities:Design and develop machine learning models using deep learning and other...

  • Machine Learning Engineer

    3 weeks ago

    Singapore TikTok Full time

    1 day ago Be among the first 25 applicants Get AI-powered advice on this job and more exclusive features. ResponsibilitiesAnti-Automation Solutions (AA) is part of Business Integrated Risk Control(BRIC) team. Automated fraud refers to technical methods used by hackers to perform API abuse at scale using scripts and tools. Our vision is to establish an...

  • Machine Learning Engineers

    2 weeks ago

    Singapore CLIMATEFORCE PTE. LTD. Full time

    Greenfi is a climate fintech startup company in ESG AI space. We are leveraging advanced machine learning to help financial institutions and corporates make timely and accurate decisions on ESG investments. Greenfi AI and analytics software helps businesses to improve ESG risk management and climate compliance. We are looking for highly motivated senior...