AI Engineer: End-to-End ML & Vision Solutions

TAL Apparel Limited; Singapore; On-site; SGD 90,000 - 150,000; Full time

Benefits offered by this job

5-day week

Competitive pay

Fringe benefits

Training & development

Job summary

TAL Apparel Limited seeks an AI Engineer to design, deliver and support AI solutions that create measurable business value in operational use cases. You will work within established architecture and engineering standards, applying machine learning, computer vision, generative AI and multimodal techniques under the IT Director's guidance.

You will collaborate with the Senior AI Engineer and junior engineers, define features with domain experts, and monitor production performance, cost and impact

Qualifications

• 4–6 years’ experience delivering ML, DL or computer-vision solutions into operational use.
• Strong Python and software engineering skills, including testing, version control and deployment.
• Practical experience with image processing and segmentation using OpenCV or comparable tools.
• Experience with generative AI and multimodal systems, including prompting, RAG and vision-language models.
• Time-series anomaly detection or predictive analytics is highly valued.
• Sound understanding of model evaluation, data quality, bias, explainability and monitoring.
• Ability to explain AI capabilities, limitations and trade-offs to technical and business stakeholders.

Responsibilities

• Deliver AI solutions end-to-end, from use-case definition and data assessment through development, validation, deployment and monitoring.
• Build and improve machine-learning, deep-learning and computer-vision models for image, time-series and process-control use cases.
• Develop generative AI and multimodal capabilities using prompting, RAG, tool use, guardrails and human oversight.
• Evaluate model quality, analyse errors and improve performance using defined metrics and human feedback.
• Work with stakeholders and domain experts to define features, labels, acceptance criteria and workflows.
• Address accuracy, explainability, bias, privacy, security and operational risks; monitor production performance, cost, adoption and business impact.
• Contribute reusable datasets, tools and documentation, guide junior engineers, and escalation novel or cross-system challenges to the Senior AI Engineer.

Skills

Python

Testing

Version control

Deployment

AI/ML familiarity

Education

Bachelor’s degree in Computer Science or related field

Master’s degree preferred

Tools

OpenCV

Job description

TAL Apparel Limited seeks an AI Engineer to design, deliver and support AI solutions that create measurable business value in operational use cases. You will work within established architecture and engineering standards, applying machine learning, computer vision, generative AI and multimodal techniques under the IT Director's guidance.

You will collaborate with the Senior AI Engineer and junior engineers, define features with domain experts, and monitor production performance, cost and impact