Software Engineer

MulticoreWare, Inc.; California (MO); On-site; USD 70,000 - 100,000; Full time

Job summary

A leading company in software solutions seeks a Software Engineer to implement and optimize deep learning models in C/C++/Python. The role involves enhancing AI application performance and developing custom libraries for deep learning frameworks. Ideal candidates should possess strong programming skills and relevant educational qualifications.

Qualifications

• Strong programming skills in C/C++ and Python required.
• Experience with deep learning frameworks like TensorFlow or PyTorch.
• Educational qualifications include Bachelor's or Master's in Engineering.

Responsibilities

• Implement modules in C/C++/Python programming languages.
• Optimize inference performance of deep learning models.
• Develop and integrate custom libraries/modules into frameworks.

Skills

C/C++

Python

Deep Learning

TensorFlow

PyTorch

NLP

CNN

Education

Bachelor of Engineering/Bachelor of Technology

Master of Engineering/Master of Technology

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 in HPC & Cloud computing, GPUs, Multicore & Multithread CPUs, DSPs, FPGAs, and a variety of AI hardware accelerators.

MulticoreWare was founded by a team of researchers seeking better ways to program for heterogeneous architectures. With the rise of GPUs and multi-core, multi-architecture platforms, our clients faced challenges in using these platforms efficiently.

Initially a bootstrapped services company, we expanded our portfolio to include products and services related to compilers, machine learning, video codecs, image processing, and augmented/virtual reality. Our team now includes experts in HPC and Cloud Computing, GPUs, DSPs, FPGAs, and mobile and embedded platforms. We specialize in accelerating software and algorithms for multi-core, heterogeneous platforms.

Job Description

Implement and optimize deep learning models (CNN, NLP) in C/C++/Python. Enhance inference performance for AI applications.

Develop custom libraries and modules to support AI workloads.

Requirements

Job Title: Software Engineer

Job Type: Full-Time

Experience: 0 – 3 years

Key Responsibilities:

• Implement modules in C/C++/Python programming languages.
• Optimize inference performance of various deep learning models (CNN, NLP, etc.) using techniques like operator fusion and graph optimization.
• Develop and integrate custom libraries/modules into deep learning frameworks.
• Work closely with customers and accomplish tasks independently.
• Educational qualifications include Bachelor of Engineering/Bachelor of Technology or Master of Engineering/Master of Technology.
• Strong programming skills in C/C++ and Python are required.
• Experience with deep learning frameworks such as TensorFlow, PyTorch, or ONNX Runtime, including training and inference, with knowledge of DL model architectures.
• Exposure to deep learning concepts like quantization and pruning.