Senior Software Engineer

Company : Multicoreware

Job Type : Full Time

Ramapuram, Tamil Nadu

Number of Applicants

:

000+

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Job Description - Senior Software Engineer

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, prioritise and execute tasks based on requirement.

• Implementation, Review, Debug code, Product Delivery and quick turn around.

• 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+ years 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

• Knowledge in Python.

• Experience in managing team size of 4 or more.

• Experience Working in an Agile Environment.

• Experience in using automated testing frameworks.

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