SENIOR AI ENGINEER

J1460

Civil/Construction/Materials

Job Description

Dear Our Valued Connections,

Red Orange's Client is a company that specializes in the Construction industry and is looking for highly qualified Senior AI Engineer (AML/CV/OCR, Yolo, Python, Pytorch) candidate for the position at the moment.

  • Working location: HCM City
As a Senior AI Engineer, you will collaborate closely with U.S. stakeholders and coordinate with external vendors to build an AI-driven product that transforms technical drawings (PDFs, CAD files, and blueprints) into actionable data.

AI Pipeline Development: Design, develop, and maintain scalable end-to-end machine learning pipelines for automated vision processing.
Information Extraction: Build systems for symbol detection, drawing interpretation, floor plan parsing, and quantity extraction from construction documents.
Model Optimization: Develop and fine-tune object detection and segmentation models to identify construction elements such as walls, doors, fixtures, and hardware components.
OCR & Layout Analysis: Implement OCR/YOLO and document layout analysis pipelines to extract annotations, dimensions, and labels from technical drawings.
MLOps Management: Create and optimize core modules of the MLOps platform, from the computation layer to the orchestrator layer.
Vendor & Stakeholder Collaboration: Manage AI vendor deliverables, review training approaches, lead UAT testing, and collaborate with software engineers to integrate models into production.

Job Requirement

General Experience: 

3+ years in AI/ML or Computer Vision roles and 2+ years in Software Development.

Programming Skills: Strong hands-on Python experience for image processing and CV pipelines.

Tools & Frameworks: Solid experience with PyTorch, TensorFlow, OpenCV, Torchvision, YOLO, Detectron2, SAM, or similar.

Technical Knowledge: Proven background in Object Detection, Image Segmentation, OCR, and Document Layout Analysis (e.g., PaddleOCR, LayoutLM, Donut).

Advanced Techniques: Familiarity with Transformer-based vision models like VIT or DETR.Soft SkillsCommunication: Ability to communicate technical outputs to non-technical stakeholders.

Language: Strong written and spoken English.Nice to Have (Bonus)Experience with BIM (IFC/Revit), PDF parsing, or GIS/spatial data.

Experience with cloud platforms such as Azure ML, AWS, or GCP.Familiarity with model serving tools like TorchServe, ONNX, or Triton.

Benefits

  • Salary: Attractive salary with 100% SHUI applied during probation.
  • Bonuses: 13th-month salary, Performance Bonus, and annual salary reviews.
  • Global Opportunity: Opportunity to be on-site in the USA and work with global stakeholders.
  • Health Care: Premium health care program for you and one beloved person, plus annual medical check-ups.
  • Time Off: 14 vacation days plus Christmas Day (25/12) per year.
  • Environment: Young, friendly, and result-oriented working environment with regular sports clubs and team-building events.

Others

Pls help us recommend to your friends whom it may concern about or you’re suitable for this position via:

Call/Zalo: 0966 310 507 (Ms. Irene Hương)

Mail to: cityhunter@redorange.com.vn

directly for further information in detail. Thank you and best wishes to you!

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