MulticoreWare - Senior Software Engineer - Machine learning

3 weeks ago

Chennai, Tamil Nadu, India MulticoreWare Inc. Full time

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.

- Performance optimization for inferencing the LLM Models in customized hardware with various layer types including transformer, encoder-decoder, etc based models.

- 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.

Must-Have :

- BE/BTech/MS/MTech graduates with Computer science Engineering with 4+ 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).

Nice-to-Have :

- Experience in managing team size of 4 or more.

- Experience Working in an Agile Environment.

- Experience in using automated testing frameworks. (ref:hirist.tech)

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