School of Sports and Health – Project Staff

1 month ago

Singapur, Singapore Careers@Gov Full time
[What the role is]

School of Sports and Health – Project Staff (8-Months Contract)

The School of Sports and Health, whose vision is to be the leading educator in sports, health and leisure, invites applicants to join its motivated and passionate team.

We are looking for a capable and responsible individual to work on an R&D project for Artificial Intelligence (AI) as a Project Staff who will function as a Machine Learning Engineer.

The Project Staff will take on an active role from data preparation, development, training, tuning and evaluation of machine learning models to provisioning of the models for production use. The staff will also design and develop a AI-based platform for the consumption of the developed AI functionalities i.e. recognises movement in videos, extracts relevant data and display data on a user-friendly dashboard. Staff will work closely with senior staff in researching AI technologies and machine learning models.

[What you will be working on]

The Project Staff will carry out an active role in the R&D project on Artificial Intelligence (AI) through:

  • Playing an active role in data preparation

  • Development, training, tuning and evaluation of machine learning models

  • Provisioning of machine learning models for production use.

  • Designing and developing an AI-based platform for the consumption of the developed AI functionalities, i.e. recognises movement in videos, extracts relevant data and displays data on a user-friendly dashboard.

  • Test and optimize the platform for accuracy and performance.

  • Working closely with senior staff in researching AI technologies and machine learning models.

The successful candidate will be placed on an 8-months contract.

[What we are looking for]

Applicants should possess the following:

Qualifications in Computer Science, Computing or Information Systems or its related field.

  • Experience in Python, R, Go, XML, Node.js.

Computer Vision :

  • Proficiency with computer vision libraries such as OpenCV or MediaPipe for detecting and tracking movement in videos.

  • Experience with pose estimation and keypoint detection techniques, which are critical for movement analysis.

Machine Learning and Deep Learning :

  • Strong understanding of machine learning algorithms, particularly deep learning frameworks like TensorFlow or PyTorch.

  • Experience in training, fine-tuning, and deploying models for video analysis or action recognition tasks.

  • Experience in End-to-end data pipeline for ML models, including ETL process, cleaning, wrangling, feature engineering, selection, validation and testing.

Data Processing and Feature Extraction :

  • Skills in data extraction and manipulation to isolate and interpret movement data.

  • Familiarity with techniques for data cleaning, filtering, and transformation to ensure reliable data for analysis and visualization.

Backend Development :

  • Knowledge of backend technologies like Python (Flask/Django) or Node.js for handling server-side data processing.

  • Experience with database management (e.g., PostgreSQL, MySQL) to store, retrieve, and manage video metadata.

Data Visualization and Dashboard Design :

  • Proficiency in dashboard frameworks such as Dash, Streamlit, or integrating with front-end JavaScript libraries (e.g., D3.js) to visualize extracted data in an accessible format.

  • Knowledge of UI/UX principles for creating user-friendly and intuitive dashboards.

Experience with Pre-trained Models for Movement Analysis :

  • Familiarity with pre-trained models like OpenPose or other pose estimation models to speed up the process.

  • Ability to evaluate and fine-tune these models to optimize movement recognition accuracy.

Knowledge of Sports Movement Analysis :

  • Background or interest in sports analysis or biomechanics, which can help in understanding movement-specific requirements and nuances.

Debugging and Optimization :

  • Ability to debug issues in both the data pipeline and the AI model to ensure accurate and efficient performance.

  • Skills in performance optimization to handle real-time or near-real-time video processing.

Soft Skills:

  • Able to communicate in good spoken and written English.

  • High degree of self-motivation and the ability to work effectively in a team environment.

Entry-level candidates are welcome to apply.

  • School of Sports and Health

    2 months ago

    Singapur, Singapore Careers@Gov Full time

    [What the role is] School of Sports and Health - Project Assistant (Enhanced Heat Acclimatization, EHA) School of Sports and Health, whose vision is to be the leading educator in the area of sports, health and leisure, invites applicants to join its motivated and passionate team. We are looking for an individual to join our funded project. The Project...

  • School of Sports and Health

    3 months ago

    Singapur, Singapore Careers@Gov Full time

    [What the role is] School of Sports and Health – Associate Lecturer (Sport Coaching) [ What you will be working on ] The Associate Lecturer for Sport Coaching will contribute and deliver module(s) in the following area(s): •    Modules under the Diploma in Sport Coaching, and Part-Time Diploma in Sport Coaching such as Sport Performance...

  • School of Sports and Health

    4 months ago

    Singapur, Singapore Careers@Gov Full time

    [What the role is] School of Sports and Health - Continuing Education and Training (CET) Associate Lecturer (Hockey) School of Sports & Health, whose vision is to be the leading educator in the areas of sports, health and leisure, invites applicants to join its motivated and passionate team. [What you will be working on] The Associate Lecturer...

  • Director of Activities and Sports

    2 months ago

    Singapur, Singapore Aristotle Teachers Full time

    This prominent international school in Singapore has a vacancy for August 2025 a dynamic and experienced Director of Activities and Sports to continue the development of an outstanding Activities Programme and to facilitate the coordination and further development of Sports at the College. The school is one of the largest and most reputable institutions in...

  • Lecturer - Wellness & Health Services [ITE College West]

    7 months ago

    Singapur, Singapore Careers@Gov Full time

    [What the role is] As a Lecturer, your contributions go beyond teaching and facilitating learning. You will play a critical role in recognising and nurturing your students’ potential and their lifelong learning needs. [What you will be working on] In addition to your teaching duties, you will carry out industry or consultancy projects to help you remain...

  • Primary School Counsellor

    4 weeks ago

    Singapur, Singapore Canadian International School Full time

    CIS JOB DESCRIPTION Designation Primary School Counsellor Department SWELL Location Lakeside Reports to Head of Student Support and Well-Being Works collaboratively with Principals and Vice Principals; Kindergarten – Grade 6 students, teachers and parents. Direct collaboration with the Learner Success Team, including Head of Student...

  • Account Executive

    6 months ago

    Singapur, Singapore Genius Sports Full time

    The Role The successful candidate will have a proven track record of consistently achieving challenging sales targets and be able to demonstrate an ability to discover and understand client requirements, matching products and services to those requirements. The successful candidate will be a driven individual who can demonstrate a desire to over...

  • Primary / Secondary School Counsellor

    4 weeks ago

    Singapur, Singapore Canadian International School Full time

    CIS JOB DESCRIPTION Designation Primary / Secondary School Counsellor Department SWELL Location Lakeside Reports to Head of Student Support and Well-Being Works collaboratively with Principals and Vice Principals Kindergarten – Grade 6 students, teachers and parents. Direct collaboration with the Learner Success Team, including Head of...

  • Mental Health Helpline Counsellor

    7 months ago

    Singapur, Singapore Institute of Mental Health Full time

    Job Description To work within a mental health crisis call centre environment, providing crisis management (including advice, information and guidance) and onsite assessments for callers of the Mental Health Helpline. The candidate will work in a multidisciplinary team comprising of psychiatrists, mental health crisis nurses and counsellors. He/she...

  • Technical Specialist

    7 months ago

    Singapur, Singapore Nanyang Technological University Full time

    ABOUT THE NATIONAL INSTITUTE OF EDUCATION (NIE)The National Institute of Education (NIE), Singapore, is Singapore’s national teacher education institute and we are proud to be an integral part of the nation’s education service. We play a key role in the preparation of teachers and in the provision of teacher professional and school leadership development...

  • Sr / Multi-Skilled Therapy Assistant

    7 months ago

    Singapur, Singapore Institute of Mental Health Full time

    Job Description Multi-Skilled Therapy Assistant North-East - Singapore Job description: You will be part of a multi-disciplinary team in providing care for IMH inpatients. The role calls for an individual with good communication, interpersonal and instructional skills, who is motivated to learn and multi-task. You will assist in providing...

  • Substitute Support Staff- General Application

    5 months ago

    Singapur, Singapore Singapore American School Full time

    Salary is based on a daily rate and there are no benefits for this position.See general skills and requirements below for all support staff positions.Singapore American School is a dynamic, western educational environment that seeks support staff members who: are Singaporean, PR, or individuals with existing dependent pass. have GCE 'O' Level...

  • Health Attendant

    2 months ago

    Singapur, Singapore NTUC Health Full time

    Job Description The Health Attendant will provide support and assistance to the Nursing staff in providing the residents with basic hygiene and personal care on a daily basis, attending to their needs and notifying attending nurses of any changes in the physical or emotional state of residents. Clinical Care: Carry out duties / procedures as...

  • Middle School Counseling Secretary

    1 month ago

    Singapur, Singapore Singapore American School Full time

    Overview:This position is primarily responsible for providing support to the counselors, psychologists, dean of student life, and principals. He or she also assists with student withdrawals and management of incoming students under the supervision of the counselors, psychologist, dean of student life, and principals. It is expected that the secretary will...

  • Executive – Education Office

    7 months ago

    Singapur, Singapore Institute of Mental Health Full time

    Job Description You will provide administrative and logistical support for clinical trainings managed by Education Office (EO), including building on excellent working relations with MOH, NHG and school partners and assist to monitor Key Performance Indicators (KPIs) for such programmes for reporting purposes.  You will assist management in the...

  • Substitute Support Staff- General Application

    7 months ago

    Singapur, Singapore SINGAPORE AMERICAN SCHOOL Full time

    Job Description --> Skills & Requirements Singapore American School is a dynamic, western educational environment that seeks support staff members who: are Singaporean, PR, or individuals with existing dependent pass. have GCE 'O' Level Certification (minimum 5 'O' with at least a credit in English subject) possess good verbal and...

  • Substitute Support Staff

    7 months ago

    Singapur, Singapore SINGAPORE AMERICAN SCHOOL Full time

    Job Description --> Skills & Requirements Singapore American School is a dynamic educational environment that seeks support staff members who: are Singaporean, PR, or individuals with existing dependent pass have GCE 'O' Level Certification (minimum 5 'O' with at least a credit in English subject possess good verbal and written...

  • Substitute Support Staff

    5 months ago

    Singapur, Singapore Singapore American School Full time

    Salary is based on a daily rate and there are no benefits for this position.See general skills and requirements below for all support staff positions.Singapore American School is a dynamic educational environment that seeks support staff members who: are Singaporean, PR, or individuals with existing dependent pass have GCE 'O' Level...

  • Eagle Club Softball/Baseball Coach

    4 months ago

    Singapur, Singapore SINGAPORE AMERICAN SCHOOL Full time

    Job Description --> Skills & Requirements Qualifications and Experience: Bachelor’s degree (or similar), from an accredited college or university, or equivalent professional experience National Federation High School softball coaching certification, or equivalent High School Varsity level playing experience, or equivalent;...

  • Assistant/Manager, Corporate Communications

    7 months ago

    Singapur, Singapore Institute of Mental Health Full time

    Job Description About the job At IMH, we do not just treat mental illnesses. We believe recovery is possible, especially with early treatment and continued support. At the same time, we want to prevent mental illness and build mental health resilience. To do these, we have to address the issue of stigma, normalise mental health conversations, and...