Founding AI Engineer – Industrial Vision-Language Models (VLMs)

celotti tech talent • Singapore

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AI Summary

Join a founding engineering team to develop and own industrial vision-language models that interpret engineering drawings, CAD, and manufacturing data. You will design, train, and deploy models for real-world industrial applications, working closely with domain experts and researchers. This hands-on role requires expertise in multimodal AI, distributed training, and rigorous benchmarking on proprietary industrial datasets.

Key Highlights

Build and own end-to-end industrial vision-language models (VLMs) for engineering drawings and CAD interpretation

Work with a large GPU cluster with no compute budget constraints to train high-quality models

Collaborate with founders, Chief Scientist, and manufacturing experts to solve technically challenging problems

Key Responsibilities

Develop and fine-tune vision-language models to interpret engineering drawings, GD&T, CAD, and manufacturing features

Design and implement data pipelines for collecting, cleaning, and annotating industrial datasets, including synthetic data generation

Build evaluation benchmarks and performance tracking for real-world industrial applications, ensuring model accuracy and reliability

Optimize large-scale, multi-node training and inference for high-resolution technical images

Collaborate with domain experts to define and refine model requirements for manufacturing use cases

Document and publish technical work to strengthen the company’s research position

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Technical Skills Required

Python PyTorch Multimodal AI (Vision-Language Models)

Benefits & Perks

Competitive salary

Meaningful equity

Singapore Employment Pass sponsorship support for eligible candidates

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Nice to Have

Document AI, OCR, or technical image understanding

Experience with engineering drawings, GD&T, STEP/B-Rep, or CAD APIs

Post-training with preference optimization or reinforcement learning

Publications in top-tier AI/ML conferences (CVPR, NeurIPS, etc.) or significant open-source contributions

Job Description

Celotti Tech Talent is an Australian technology recruitment firm specializing in AI, Data, Deep Tech and Robotics, with a presence across Australia and Singapore.

About Our Client

Our client is building AI systems that connect engineering design with manufacturing execution and business decisions.

At the core of their products is an industrial vision-language model that reads engineering drawings the way an experienced manufacturing engineer does understanding annotations, GD&T, materials, notes, and manufacturing features, and reasoning across views and between 2D and 3D.

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