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Open nowPosted today

AI Engineer

MyCareersFuture96,520 open roles

Pay
SGD 5,000 – SGD 7,000 a month
Where
North-East, Singapore
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Your applicationOpen nowAI EngineerMyCareersFuture · North-East, Singapore

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

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

  4. CV RocketApplied on MyCareersFuture's own form.

The reply lands in your private mailbox

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The clock on this job

Early applications get read.

8.1% of postings close within 7 days. Measured by our own scanner across the market. MyCareersFuture postings stay open a median of 4 days.

Share of postings closed within
  1. 1.8%1 day
  2. 3.5%3 days
  3. 8.1%7 days
  4. 15.1%14 days
  5. 33.9%30 days
This job: posted today

MyCareersFuture median: 4 days open

The posting

Job Scopes

1) Model Development & Deployment

  • Implement & fine tune Large Language Models for construction drawing component recognition, quantity take off.
  • Develop predictive analytics models to forecast project risks, material delivery bottleneck and so on.
  • Build and fine-tune Large Language Models (LLMs) or RAG (Retrieval-Augmented Generation) systems to process unstructured data like construction contracts, inspection reports, and safety manuals for instant Q&A and compliance checking.
  • Optimize models for edge deployment on IoT devices or local servers on-site where internet connectivity is unreliable.

2) Data Engineering & Preparation

  • Gather data from ERP systems and project management software, and sensor networks.
  • Cleaning, labelling, and transforming large datasets into usable formats for model training

3) Productization & MLOps

  • Move models from proof-of-concept to production, ensuring they are scalable, maintainable. Performance monitoring of the production environment.
  • Build APIs and microservices to serve model predictions to front-end applications used by Project Managers, Safety Officers, and Quantity Surveyors.

4) Collaboration & Optimization

  • Collaborating with digitalisation engineers & end users to refine models for better accuracy, speed, and reliability.

Requirements: (Qualification & Experience)

  • Recognized degree in Civil Engineering or Computer Engineering or equivalent Engineering field or any other specialization relating to Construction Management.
  • Minimum of 3 years' of experience in building and deploying machine learning models in a production environment.
  • Experience in the AEC (Architecture, Engineering, and Construction) industry is highly desirable but not mandatory if you have a strong portfolio working with AI Models
  • Programming: Proficient in Python, Java or similar languages. Strong coding practices in a collaborative environment (Git, code reviews).
  • ML Frameworks: Deep experience with TensorFlow, PyTorch.
  • Generative AI: Familiarity with LangChain, LlamaIndex, and vector databases for building RAG applications.
  • Data Processing: Proficiency with SQL and data manipulation libraries.
  • Experience with BIM (Building Information Modeling) software or IFC file formats.
  • Stay current with the latest research in ConTech (Construction Technology) and apply cutting-edge techniques to improve safety, quality, and efficiency
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    The review screen in CV Rocket: how each CV was read, round by round.

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Why it works

3×

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