The Advanced Digital Design and Manufacturing (ADAM) team at Airbus seeks to accelerate the company's transition towards digital design and manufacturing by identifying and innovating on emerging technologies. The team focuses on delivering impactful research, pilots, and products to improve the quality and efficiency of Airbus manufacturing facilities and engineering workflows.
Requirements
- Skilled in problem solving and Python/C++ software development, with strong engineering fundamentals.
- Experience in camera calibration (intrinsic and extrinsics).
- Experience with computer vision/machine learning libraries such as OpenCV / Torch / Ultralytics.
- Proven success in adapting technology to customer environments.
- Experience optimizing trained deep learning models for deployment.
- A working knowledge of sensor fusion.
- Experience working with 3D data.
Responsibilities
- Ideate, improve upon, design, and implement computer vision and machine learning algorithms as part of larger software tools aimed at Airbus employees.
- Develop and implement robust, efficient, and thoroughly tested software solutions using Python and/or C++.
- Collect and process camera, laser, and other sensor data and curate datasets for machine learning.
- Scale up model training, build data pipelines, and tuning to improve performance.
- Model quality metrics definition, evaluation of ML models, and error analysis.
- Code and architecture reviews, providing feedback to the team on work quality.
- Support development of production software tools, including CI/CD, software support, and eventual over-the-air updates.
Other
- A Master's degree in Computer Science or a related field and 7+ years of progressively ambitious work experience delivering products using computer vision and machine learning technologies.
- Excellent communication, presenting issues and ideas in a simple and prioritized manner.
- Relevant industry experience and exposure to manufacturing environments: automotive or aircraft.
- Acubed does not offer sponsorship of employment-based nonimmigrant visa petitions for this role.
- All job offers at Acubed are contingent upon the candidate passing references, background and export control checks.
