- Company Name
- Bentley Systems
- Job Title
- Principal Engineer, Computer Vision & AI /3D Data
- Job Description
-
Job title: Principal Engineer, Computer Vision & AI / 3D Data
Role Summary:
Lead and mentor a technical team focused on developing and deploying AI/ML and 3D vision algorithms for large‑scale reality data. Define AI strategy, drive product roadmap contributions, and translate research into production‑ready solutions that enhance digital twin applications.
Expectations:
- Advanced expertise in computer vision, AI/ML, and 3D geometry.
- Proven track record of leading technical teams and guiding complex projects from conception to deployment.
- Ability to design scalable, automated training and inference pipelines (ML Ops).
- Strong research orientation, applying emerging AI techniques—including multimodal models and large‑language models—to real‑world problems.
- Excellent communication, stakeholder engagement, and leadership skills in an English‑speaking environment.
Key Responsibilities:
1. Lead, coach, and coordinate a team of 5 engineers in AI/3D data projects.
2. Architect, prototype, and deploy deep learning and 3D vision solutions for point clouds, meshes, sensor streams, and Gaussian splatting.
3. Define the organization’s AI strategy and influence product roadmap decisions.
4. Implement and maintain ML Ops practices for scalable, automated training/inference pipelines.
5. Conduct advanced research on 3D understanding techniques; integrate findings into production workflows.
6. Ensure code quality through rigorous evaluation, optimization, and peer reviews.
Required Skills:
- PhD or equivalent in Computer Vision, AI, Machine Learning, or related field.
- 5+ years of industry experience developing AI/3D vision solutions, including production and ML Ops.
- Deep knowledge of deep learning frameworks (PyTorch, TensorFlow), C++/Python programming, CUDA GPU programming.
- Expertise in 3D geometry, multimodal AI, and large‑language models.
- Proven leadership and mentoring experience (5+ years).
- Strong communication, interpersonal, and English fluency.
Required Education & Certifications:
- PhD or equivalent in Computer Vision, AI, Machine Learning, or closely related discipline.