Job Description

MulticoreWare is a global software solutions & products company with its HQ in San Jose, CA, USA. With worldwide offices, it serves its clients and partners in North America, EMEA and APAC regions. Started by a group of researchers, MulticoreWare has grown to serve its clients and partners on HPC & Cloud computing, GPUs, Multicore & Multithread CPUS, DSPs, FPGAs and a variety of AI hardware accelerators.

MulticoreWare was founded by a team of researchers that wanted a better way to program for heterogeneous architectures. With the advent of GPUs and the increasing prevalence of multi-core, multi-architecture platforms, our clients were struggling with the difficulties of using these platforms efficiently.

We started as a boot-strapped services company and have since expanded our portfolio to span products and services related to compilers, machine learning, video codecs, image processing and augmented/virtual reality. Our hardware expertise has also expanded with our team; we now employ experts on HPC and Cloud Computing, GPUs, DSPs, FPGAs, and mobile and embedded platforms. We specialize in accelerating software and algorithms, so if your code targets a multi-core, heterogeneous platform, we can help.

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.

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