Software Engineer

Zoho; Chennai District; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

MulticoreWare is looking for a Software Engineer to implement and optimize deep learning models (CNN, NLP) in C/C++/Python, and to enhance inference performance for AI applications. You will develop and integrate custom libraries/modules into DL frameworks and work closely with customers to accomplish tasks independently.

The role requires a strong foundation in engineering and hands-on DL experience with TF/PyTorch/ONNX Runtime, plus the ability to collaborate with cross-functional teams.

Qualifications

• Bachelor of Engineering or Bachelor of Technology required.
• Proficient in C/C++ and Python.
• Hands-on DL experience with TF/PyTorch/ONNX Runtime.

Responsibilities

• Implement modules in C/C++/Python.
• Optimize the inference performance of DL models using fusion and graph optimizations.
• Develop and integrate custom libraries/modules into DL frameworks.
• Work closely with the customer to accomplish tasks independently.

Skills

C/C++

Python

Deep Learning

Education

B.E./B.Tech or M.E./M.Tech

Tools

TensorFlow

PyTorch

ONNX Runtime

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

Weare looking for a Software Engineer to implement and optimize deep learningmodels (CNN, NLP) in C/C++/Python, enhance inference performance for AIapplications, develop and integrate custom libraries/modules into deep learningframeworks, and work closely with customers to accomplish tasks independently.

Responsibilities

• Implement modules in C/C++/Python programming.
• Optimize the inference performance of various DLmodels (CNN, NLP, ...) using Op Fusion, Graph optimizations etc.
• Develop and integrate custom libraries/modules intoDL frameworks.
• Work closely with the customer and accomplish tasksindependently.

Requirements

Education

Bachelorof Engineering/Bachelor of Technology, Master of Engineering/Master ofTechnology.

Technical Skills (Must haves)

• Must have good programming skills in C/C++, Python.
• Must have working experience in Deep Learning withTensorFlow/PyTorch/ONNXRT (training, inference etc.,) with exposure to DL Modelarchitectures.
• Very good problem-solving ability.

Need to have (Can be bridged)

• Exposure to DL concepts like Quantization &Pruning.