Video Analytics Intern, Properties & Facilities Management

Government Technology Agency (GovTech); Singapore; Hybrid; SGD 13,000 - 20,000; Full time

Job summary

The National Library Board invites students from all disciplines to take part in a 6–9 month internship focused on video analytics and data science. You will design training datasets, annotation guidelines, and SOPs for the training pipeline, and develop user guides and technical references.

You will assist in iterative training, validate outputs against performance benchmarks, and contribute to end-to-end reviews of the workflow to enhance the system development pipeline.

Qualifications

• Open to students from all disciplines; background in data analytics/data science or statistics encouraged.
• Strong command of English.
• Meticulous in work.
• Basic understanding of machine learning and computer vision concepts.
• Familiarity with video analytics or image processing principles preferred.
• Duration: 6-9 months.
• http://jobs.careers.gov.sg

Responsibilities

• Design and develop training datasets, annotation guidelines, and SOPs for the algorithm's training pipeline, including labelling standards, edge case handling, and quality control checklists
• Develop user guides and technical reference materials
• Assist in the iterative training and testing of the video analytics algorithm, including preparing and processing video data, running training cycles, and validating model outputs against defined performance benchmarks
• Support regular performance reviews of the algorithm across different scenarios and environments
• Conduct an end-to-end review of the existing video analytics workflow, documenting findings and proposing recommendations to enhance the overall system development pipeline

Skills

English

Attention to detail

ML basics

Video analytics

Job description

What the role is

The National Library Board (NLB) nurtures Readers for Life, Learning Communities and a Knowledgeable Nation by promoting reading, learning and history through our network of 28 libraries across Singapore, the National Library and the National Archives of Singapore. At NLB, you can look forward to a flexible, hybrid work environment with rewarding, impactful deliverables that improve the lives of the community. With caring colleagues, you will be in an ideal environment for professional development, innovation and impact.

We can offer you:

• A chance to Impact the Community, bridge gaps and empower everyone with the opportunity for learning and discovery.
• An opportunity to Innovate and Push Boundaries. We value ideas, curiosity and a passion for innovation to transform our libraries and archives.
• An organisation that Ignites your Growth and Wellbeing through investment in staff development and wellbeing in a supportive and collaborative environment.

What you will be working on

• Design and develop training datasets, annotation guidelines, and Standard Operating Procedures (SOPs) for the algorithm's training pipeline, including labelling standards, edge case handling, and quality control checklists
• Develop user guides and technical reference materials
• Assist in the iterative training and testing of the video analytics algorithm, including preparing and processing video data, running training cycles, and validating model outputs against defined performance benchmarks
• Support regular performance reviews of the algorithm across different scenarios and environments
• Conduct an end-to-end review of the existing video analytics workflow, documenting findings and proposing recommendations to enhance the overall system development pipeline

What we are looking for

• Open to students from all disciplines; students with a background in data analytics/data science or statistics or any related fields in security are particularly encouraged to apply.
• Strong command in English
• Meticulous in work
• Basic understanding of machine learning and computer vision concept
• Familiarity with video analytics or image processing principles is preferred
• Duration: 6-9 months
• http://jobs.careers.gov.sg

The Singapore Public Service plays a key role in the economic growth, progress and stability of Singapore by formulating and implementing government policies, as well as providing key public services. Whether you are a fresh graduate joining the workforce or an experienced professional, the Singapore Public Service offers a great variety of job opportunities for you. The work in the Public Service can be broadly categorised into the following sectors: Economic, Social, Security & External Relations, and Administration & Corporate Development. Be part of the team that shapes the future of Singapore.