Sr. Software Engineer, Perception

Tasks, Duties & Responsibilities:

1. Design and write highly optimized and cutting edge perception algorithms.
   
2. Design and write highly optimized pipelines for data pre-processing, model training, data post-processing, inferencing etc.
3. Train perception models, evaluate their performance, investigate and fix performance bottlenecks.
4. Migrate and optimize perception models for executing on edge devices with constrained computation, memory and power.
5. Participate in agile scrum development of perception software and contribute to various activities such as project planning, design specifications, system flow diagrams, documentation, testing plan/cases/tools and ongoing support of systems.
6. Other duties and responsibilities as assigned.

Essential Skills & Experience Requirements (must have):

1. 3+ years hands-on algorithm development experience with Deep Learning and Computer Vision
   
2. 3+ years hands-on coding experience with Tensorflow or Pytorch on Linux
3. 3+ years hands-on experience in design and development of high performance real time perception software using Python and multi-threaded C++ on Linux
4. MS/PhD in Computer Science, Computer Engineering or equivalent.
5. Ability to understand complex technical systems and come up to speed quickly on new sensing modalities.
6. Ability to adapt, operate, and flourish under ambiguity

Preferred Skills & Experience (nice to have):

1. Experience in GPGPU / CUDA optimization.
2. Experience with safety critical perception software design and development for one of the following industries: Automotive (e.g. ISO26262, A-SPICE, AUTOSAR, MISRA C++), Medical Devices (e.g. IEC62304, ISO14071), Aerospace (DO-178 B/C), Rail (EN 50126) etc.
3. Experience in a fast-paced and demanding start-up experience.