Senior Software Engineer - C++ (Place and Route)

HRB; Canada; Remote; CAD 80,000 - 120,000; Full time

Job summary

An innovative company is seeking algorithm and optimization experts to harness the power of its unique spatial compute architecture. In this exciting role, you will tackle challenging graph optimization problems to enhance chip resource allocation for neural network inference. Your contributions will involve developing efficient solutions, collaborating with cross-functional teams, and creating tools for profiling and visualization. This position offers a dynamic environment where creative problem-solving and technical expertise are highly valued, making it an exceptional opportunity for those passionate about advancing technology in a meaningful way.

Qualifications

• 5+ years of software development experience with a focus on optimization.
• Expertise in combinatorial and graph optimization algorithms.
• Strong skills in C++ and Python for high-performance code.

Responsibilities

• Develop efficient solutions for graph optimization problems.
• Collaborate with teams to identify performance bottlenecks.
• Create profiling and visualization tools for optimization.

Skills

C++

Python

Graph Optimization Algorithms

Problem Solving

Communication Skills

Education

Bachelor in Computer Science or Engineering

Masters or PhD in Computer Science or Engineering

Tools

Python Data-Science Libraries (pandas, numpy, bokeh)

TensorFlow

PyTorch

Continuous Integration Systems

Job description

We are looking for algorithm and optimization experts to help unlock the potential of our unique spatial compute architecture. In this role, you would develop efficient solutions to the hard graph optimization problems involved in allocating chip resources for neural network inference acceleration. These challenges include graph partitioning, scheduling, and place and route optimization. Additionally, you would develop profiling and visualization tools and collaborate with other teams in identifying performance bottlenecks and conceiving creative solutions.

Requirements

• • Computer Science, Engineering, or related degree
  • 5+ years of SW development experience
  • Creative problem solver, passionate about solving hard problems
  • Expertise in combinatorial and graph optimization algorithms
  • Strong C++ and python development skills
  • Experience optimizing code for high-performance and delivering it to production
  • Excellent communication and collaboration skills

Preferred Skills & Experience

• • Masters or PhD in Computer Science, Engineering, or related field
  • EDA or FPGA place and route experience
  • Relentless focus on software quality and testing
  • Proficient with python data-science libraries (pandas, numpy, bokeh)
  • Familiar with neural net frameworks tensorflow or pytorch
  • Experience working with continuous integration systems