Computer Vision Engineer
RTX Corporation19 days ago
Singapore, SingaporeSenior
Responsibilities
- Design, deploy, and maintain production machine learning models and computer vision pipelines for jet engine inspection.
- Collaborate with software, product, and aviation domain teams to integrate computer vision capabilities into production software.
- Drive the model lifecycle from data review and training through evaluation, selection, and production release.
- Build data feedback loops to identify and ingest operational data and edge cases into retraining pipelines.
- Prototype and benchmark computer vision and predictive features for AI-assisted inspection products.
- Translate research concepts into clean, modular, production-grade code.
Requirements
- Bachelor’s or master’s degree in computer science, data science, or a related quantitative field, or equivalent hands-on industry experience.
- 5+ years of professional experience developing and deploying machine learning and computer vision models in production environments.
- Strong understanding of computer vision architectures including object detection, semantic segmentation, instance segmentation, and feature matching using PyTorch.
- Strong Python software engineering skills, including object-oriented programming, design patterns, unit and integration testing, and maintainable, scalable code.
- Practical experience with model versioning, tracking, and serving frameworks such as Docker, ONNX Runtime, DVC, MLflow, or Weights & Biases.
- Preferred experience in aviation, aerospace, non-destructive testing, spatial inspection, or heavy industrial automation.
- Preferred familiarity with 3D data representations and libraries such as Open3D, PyTorch3D, or Gaussian Splatting.
- Preferred experience fusing vision data with sensor time-series, spatial data, or 3D models.
- Preferred background in time-series forecasting or anomaly detection for predictive failure analysis.
- Preferred experience optimizing deep learning models for edge computing or low-latency environments using technologies such as TensorRT, OpenVINO, or CUDA optimization.
Benefits
- Career and skills development opportunities.
- Employee scholarship program for further education.
- Comprehensive health, medical, and dental benefits.
- On-the-job training and in-house or external certifications.
- Competitive remuneration package.
- Allowance and overtime benefits where applicable.
- Company transport provided.
- Onsite role in Singapore.
Categories
About RTX Corporation
RTX Corporation builds aerospace and defense systems through its Collins Aerospace, Pratt & Whitney, and Raytheon businesses, serving commercial aviation, the U.S. government, and allied militaries. Its products range from aircraft engines and avionics to radars, missiles, and command-and-control software, sold via long-term OEM programs and defense contracts. Formed in 2020 by the Raytheon–United Technologies merger, RTX is headquartered in Arlington, Virginia and trades on the NYSE as RTX.