Software Engineer

MulticoreWare, Inc.; Chennai District; On-site; INR 900,000 - 1,400,000; Full time

Job summary

MulticoreWare is a global software solutions company specializing in HPC, AI hardware accelerators and cloud computing. We seek a Software Engineer with 2–5 years of DL experience to implement CNN/NLP models in C/C++/Python and to optimize inference performance for AI applications.

You will develop and integrate custom libraries and work closely with customers to accomplish tasks independently. A BE/BTech or ME/MTech is required and TensorFlow/PyTorch/ONNXRT exposure is desirable.

Qualifications

• Ideally a BE/BTech or ME/MTech with strong fundamentals in CS and software engineering.

Responsibilities

• Implement modules in C/C++ and Python for DL workloads.
• Optimize DL model inference using techniques like quantization and graph optimizations.
• Develop and integrate custom libraries/modules into DL frameworks.
• Collaborate closely with customers to understand requirements and deliver results.
• Experience with multiple DL architectures and model types is a plus.

Education

Bachelor of Engineering/Bachelor of Technology; Master of Engineering/Master of Technology

Tools

C/C++

Python

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

Job Description: Implement and optimize DL models (CNN, NLP) in C/C++/Python. Enhance inference performance for AI applications;

Develop custom libraries.

Requirements

Job Title: Software Engineer

Job Type: Full-Time

Experience: 2 – 5 years

Key Responsibilities:

• Implementing modules in C/C++/python programming
  
• Optimize the inference performance of various DL models (CNN, NLP, ...) using Op Fusion, Graph optimizations etc.,
  
• Develop and integrate custom libraries/modules into DL frameworks
  
• Work closely with the customer and accomplish tasks independently
  
• Bachelor of Engineering/ Bachelor of Technology Master of Engineering/ Master of Technology.
  
• Must have good programming skills in C/C++, python
  
• Must have working experience in Deep Learning with TensorFlow/PyTorch/ONNXRT (training, inference etc.,) with exposure to DL Model architectures.
  
• Exposure to DL concepts like Quantization & Pruning.