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Open nowPosted 4 days ago

Applied Machine Learning Engineer

GMP RECRUITMENT SERVICES (S) PTE LTD

Pay
SGD 7,000 – SGD 11,000 a month
Where
Central, Singapore
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Your applicationOpen nowApplied Machine Learning EngineerGMP RECRUITMENT SERVICES (S) PTE LTD · Central, Singapore

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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

13.7% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.3%1 day
  2. 4.8%3 days
  3. 13.7%7 days
  4. 22.1%14 days
  5. 37.6%30 days
  6. 59.1%60 days
This job: posted 4 days ago

The posting

Job Scope

  • Investigate production issues, track model performance and roll out improvements based on real-world feedback.
  • Create and refine ML models for classification, ranking, retrieval and personalisation.
  • Set up evaluation pipelines, labelled datasets and metrics to measure model quality.
  • Enhance search relevance and context retrieval using embeddings, hybrid search and re-ranking.
  • Build and maintain pipelines for ML training, inference and deployment.
  • Develop efficient classifiers and optimise for accuracy, precision, latency and cost.
  • Fine-tune and adapt existing models where sufficient data is available.
  • Design personalisation models that learn from user behaviour while respecting user privacy.

Requirements

  • Understanding of model evaluation, experimentation and performance metrics.
  • Strong sense of ownership and problem-solving ability.
  • Hands-on experience building and deploying ML models in production.
  • Able to balance model quality, latency, cost and reliability.
  • Solid grounding in machine learning and modern neural network architectures.
  • Comfortable writing production-quality code and working with real-world datasets.
  • Experience in classification, ranking, retrieval, recommendation systems or personalisation.

Tech Stack

  • Production ML systems and inference pipelines
  • Python
  • Embeddings, vector search and ranking models
  • PyTorch / JAX

We regret that only shortlisted candidates will be notified.

GMP Technologies (S) Pte Ltd | EA License: 09C3051 | EA Personnel: Arcus Ang | Registration No: R1985843

By submitting your CV and personal data to The GMP Group, you consent to the collection, use and disclosure of your personal data for recruitment and employment-related purposes. This includes considering you for current and future roles, sharing relevant information with prospective employers, conducting reference checks, processing or transferring data across borders, and using recruitment technologies — including applicant tracking systems (ATS) and third-party AI-enabled tools — to process CVs and support candidate matching.

For more information on how we collect, use, disclose and protect your personal data, please refer to our Privacy Policy: https://www.gmprecruit.com/legals/

Posting text belongs to the employer. Removal requests: contact us.

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