Information Technology
Full-Time
MulticoreWare Inc
Overview
Job Description ;
- Developing a software pipeline for end-to-end ML Model Inference for specific hardware accelerator by achieving maximum performance & accuracy.
- Implementing cutting edge deep learning layers for various model categories like CNN, RNN, LSTM, GANs, etc using customized inference pipeline for NN Processor.
- Hardware architecture aware and computation conscious implementation of solutions in an embedded device and maximize the throughput.
- Develop tools and applications by producing clean, efficient code.
- Identify, prioritize and execute tasks based on requirement.
- Implementation, Review, Debug code, Product Delivery and quick turn arounds.
- Collaborate with team to brainstorm and create new products.
- Mentor fresh joiners and foster team culture.
- BE/BTech/MS/MTech graduates with Computer science Engineering with 5+ yrs of experience.
- Solid programming experience in C/C++ with proven experience as Senior Software Engineer.
- Experience in implementing kernel intrinsics for Machine Learning or Computer Vision algorithms with a focus on optimization.
- Extensive experience in software development and project management.
- Strong analytical and problem-solving skills.
- Adaptable to execute complex tasks, under tight schedules and dynamic conditions.
- Familiarity with various operating systems (Linux, Mac OS, Windows).
- Ability to work independently and manage a team.
- Excellent organizational and leadership skills.
- Working knowledge on Deep Learning frameworks (Like ONNX, TensorFlow, PyTorch or Any Hardware Accelerator Software Pipeline Experience).
- Knowledge in Python.
- Experience in managing team size of 5 or more.
- Experience Working in an Agile Environment.
- Experience in using automated testing frameworks.
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