AI Engineer

Mid-level AI Engineer talent pool in Singapore, focused on quality checks on generated or predicted output. Employer assignments use this pool when they need a AI Engineer in Singapore, Singapore, who is accountable for quality checks on generated or predicted output. The useful week is spent sampling outputs, marking failures, and adjusting the guardrails rather than the marketing claim, with mistakes corrected in the open rather than buried. Responsibilities - Review the sample-review sheet for the unsafe or empty answers and correct it before anyone else relies on it. - Keep a single current guardrail list, and archive the older copy once you have dealt with a rule that is not enforced. - Ask the reviewer of output quality to challenge the refusal note, especially around the requests the system must decline. - Write the assumption behind the citation check in two or three plain sentences, and mention the answers with no source. - Compare this week's regression set with the previous one and explain a case that used to pass. - Stop and rework the quality summary if you find a week where quality dropped. Requirements - Roughly 3 to 6 years of checking the quality of model output in an application that matches this ai engineer profile, or a shorter record with the same kind of finished work. - Practical skill with Python and a written evaluation set in ai engineer work, not a certificate alone. - Able to explain an output that looks fluent but is wrong to a colleague who was not in the room. - Careful with shipping without a sampled review; this is checked in review of ai engineer work. - For the ai engineer brief in Singapore, use the working language of that assignment in Singapore. Nice to have - A labelled evaluation set is useful on ai engineer assignments in Singapore, and it is not required. - People who have already done refusal and safety rules can start this ai engineer brief with less coaching. - Weekly output sampling is a plus for ai engineer work based in Singapore. Skills Python, API integration, evaluation sets, logging, prompt or input design, feature switches, SQL, technical writing Working conditions This is an on-site ai engineer listing in Singapore, Singapore. Work happens at the assignment's premises. The usual week is Monday to Friday, on Singapore Time. The work is desk-based. Output review is part of the week, not an occasional extra. Location The hiring base for this ai engineer listing is Singapore, Singapore. English is an official working language in Singapore. Qualified people are considered without regard to race, color, religion, sex, national origin, age, disability, or other characteristics protected by applicable law. This is a talent-pool listing. Your profile will be reviewed and matched to employer openings that fit; submitting an application does not guarantee an interview or placement.