Mathematical Optimization Software Engineer

  • BHO Tech
  • San Francisco, CA, USA
  • Apr 23, 2021
Full time Engineering

Job Description

We are hiring a number of Software Engineers who will work alongside our hardware team to enable execution of advanced AI algorithms on our hardware. This is the opportunity for those without deep learning experience to jump into the AI world at a company pushing AI into everything and developing solutions 100x better than the competitors. We are building out tools, compilers, and diagnostics and are adding engineers to our team that have a variety of skills across the CS and EE spectrum. This role will work across boundaries within the company -- chip, hardware, software, and compiler -- to apply numerical optimization, operations research, statistical analysis and heuristic strategies that will aid the design of our hardware, compilation of neural networks, and efficient execution at the edge in constrained environments.

This role will involve statistical analysis of performance data, mathematical models, and complex systems and data sets. It will work along side of, and collaborate with, other software engineers implementing optimization and modeling software.  The critical components of our optimization loop rest in manipulation and transformation of neural networks to a custom hardware backend. We have some existing infrastructure in C++ and are exploring opportunities to extend some functionality with Rust.

We strongly believe in making data driven technical decisions when choosing software tools and processes.  With us, you would be a key driver in deciding how to solve technical challenges in the software development process.  We are looking for smart, driven people who are curious and excited about working with modern software methodologies.

Responsibilities Will Include:

Develop thorough understanding of the various architectural and software tradeoffs and how to jointly optimize for final metrics.

Collaborating with both hardware and software teams to build optimization flows, tools, and processes

Collaborate with compiler team on optimizing throughput, resource utilization, and power consumption

Creating and validating mathematical models, simulations and algorithms

Learning about deep neural networks and AI in the process

Requirements

BS, MS, or PhD in Engineering, CS, Math, Statistics or any other related technical area that has a strong mathematics background

At least 2+ years of applied statistics and/or mathematical modeling/analysis

Experience writing software in python, C++11/14, Rust or similar language (we generally use Python and C++)

Experience collecting and analyzing data


Best Regards,
Kris
Kris Young
Account Manager
BHO Tech
San Jose, San Francisco CA
Phone: 866 816-1615 x 823
kris@bhotech.com
www.bhotech.com