AI/ML Engineer – Architectural Modeling (Intern) - SG

Genia; Singapore; On-site; SGD 27,900 - 44,640; Full time

Benefits offered by this job

Competitive compensation package

Equity incentives

Hands-on experience in R&D

Job summary

A promising startup in generative AI is seeking an AI/ML Engineer Intern in Singapore. You will assist in developing and testing computer vision models for architectural drawings, training deep learning models, and preparing data pipelines. Ideal candidates are pursuing a relevant degree and have solid Python skills alongside familiarity with ML frameworks. This role provides a unique opportunity to contribute to innovation in structural engineering, with potential for a full-time position for top performers.

Qualifications

• Currently pursuing a Bachelor's or Master's degree in a relevant field.
• Experience in computer vision, image processing, or machine learning preferred.
• Proficient in Python and at least one ML/CV framework.

Responsibilities

• Assist in developing and testing computer vision models.
• Train and evaluate deep learning models under guidance.
• Support the data preparation pipeline.

Skills

Computer vision algorithms

Deep learning models

Python

TensorFlow

PyTorch

OpenCV

Education

Bachelor's or Master's in Computer Science or related field

Tools

Jupyter Notebook

Git

NumPy

Pandas

Shapely

Job description

AI/ML Engineer – Architectural Modeling (Intern) - SG

Location: Singapore

Responsibilities

• Assist in developing and testing computer vision models for detecting and segmenting elements in architectural drawings.
• Apply and experiment with classic CV techniques (edge detection, contour analysis, shape recognition) on drawing data.
• Train and evaluate deep learning models (CNN, U‑Net, YOLO, Mask R‑CNN) under guidance of senior engineers.
• Support the data preparation pipeline, including DWG preprocessing, rasterization, augmentation, and dataset annotation.
• Document experimental processes, benchmark results, and share insights with the team.
• Collaborate with engineers and researchers to integrate models into our Structural AI Agent.

Qualifications

Education & Background:

• Currently pursuing a Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Computer Vision, or related field (preference for top‑tier universities).
• Experience from courses, internships, or projects in computer vision, image processing, or machine learning is preferred.

Computer Vision:

• Familiar with classic CV algorithms (contour/edge detection, shape analysis, geometric transformations), preferably with OpenCV.
• Experience building, training, and evaluating deep learning CV models (CNN, U‑Net, YOLO, Mask R‑CNN, ViT).
• Knowledge of OCR and text recognition methods an plus.

Technical Skills:

• Proficient in Python and at least one ML/CV framework (PyTorch, TensorFlow, OpenCV).
• Experience with Jupyter Notebook, Git, NumPy, Pandas, and Shapely.
• Familiarity with CAD formats (DWG, DXF) or computational geometry is a plus (not required).

Soft Skills:

• Enthusiastic about the startup environment; able to adapt to a fast pace and uncertainty.
• Eager to learn, willing to experiment, and possess strong problem‑solving skills.
• A good communicator, able to share results and challenges with the team.

Why Join Us?

• You will directly participate in the R&D of the next‑generation Structural AI Agent for Structural Engineers, with the opportunity for a full‑time offer for outstanding performers.
• Gain front‑line, practical experience at a star startup, not just a “supporting role.”
• Your work will be rapidly integrated into product prototypes and used by real users.

About Us

Established in 2023, Genia is dedicated to empowering the North American real‑estate market with generative AI. Our product, Structural CoPilot, automates the generation of structural engineering design drawings for the construction sector, enhancing efficiency and quality for engineering design firms and real‑estate developers.

The founding team has a deep background in the architecture and AI industries, with experience from leading internet and architectural engineering companies such as Amazon, Tencent, and ARUP. Team members hold degrees from renowned universities, including Yale, UPenn, Columbia, CMU, Duke, UCLA, and UBC. They have a proven track record of building multiple AI products from the ground up.

In early 2024, Genia successfully closed a multi‑million dollar financing round with investors including a top‑tier Silicon Valley venture capital firm and Europe’s largest construction technology fund. We have also established strategic partnerships with several North‑American architectural engineering firms. The company is in a phase of rapid expansion and offers a competitive compensation package, including equity incentives for outstanding talent. We sincerely invite talented individuals from all backgrounds to join us!

Apply Now

If you are interested in joining us, send your resume and any other materials to hr [at] genia.design. We look forward to working with you soon!