Senior Machine Learning / Computer Vision Applied Scientist
You will help build the future of robotic perception using some of the most exciting technologies in computer vision and machine learning.
Job description
We are looking for a talented Senior Machine Learning and Computer Vision Applied Scientist with outstanding problem-solving skills to join our ML team. You will be working with a small group of ambitious engineers and applied scientists who are building the future of robotic perception using some of the most exciting and challenging state of the art technologies in computer vision and machine learning.
Your job will include:
- Researching latest ML approaches to depth estimation, pose estimation, and anomaly detection
- Prototyping and benchmarking state of the art models against Apera’s baselines
- Architecting, training, and evaluating novel network architectures, customized to Apera’s set of problems
- Developing novel techniques to generate data for training neural networks
- Turning promising research papers into solutions with industrial reliability of 99.9%
About you
You are motivated, talented, hardworking and have an entrepreneurial spirit. You enjoy making large impact at your company. You enjoy solving challenging problems rooted in real-world physics using science, imagination, creativity, and persistence.
Required qualifications
- Master’s or PhD degree (or equivalent experience) with focus on computer vision and machine learning
- 3+ years of experience in using machine learning (ML) for computer vision (CV) (or equivalent academic experience)
- 5+ years of experience in software development (or equivalent academic experience)
- Practical knowledge of deep learning techniques and trick
- Strong programming skills (data structure, algorithms, OO)
- Strong debugging skills
- Experience with OpenCV library
- Practical knowledge of using ML to solve computer vision problems
- Bonus:
- CUDA programming experience
- Deep-learning experience using PyTorch
- Experience with Continuous Integration Tools
- Knowledgeable in 3D geometry
What we offer
- Very competitive compensation
- A career track with many growth opportunities at a fast-growing company
- Generous employee stock option plan
- A creative work environment alongside an ambitious and talented team