Senior Edge AI Compiler Engineer

Quadric; United States; On-site; USD 110,000 - 270,000; Full time

Benefits offered by this job

Equity

Medical insurance

401(k)

Unlimited PTO

Office near Caltrain

Job summary

Quadric seeks a senior platform software engineer to lower and optimize neural networks on the Quadric EPU. You will design and implement algorithmic optimizations to extract maximum performance from the architecture.

Work with the software team to push cutting-edge deep learning workloads, with a focus on graph-based execution and NP-hard problem heuristics. The role offers a competitive salary, equity, and a path to influence edge AI at scale.

Qualifications

• MS or PhD in Computer Science or related field with 8+ years industry experience.
• Strong numerical or algorithmic optimization background.
• Ability to build heuristics for NP-hard problems.
• Knowledge of classical and ML algorithms (CV, DSP, DNNs).
• Strong grounding in graphs and related algorithms.

Responsibilities

• Drive lowering and optimization of cutting edge deep neural networks using Quadric's technology.
• Apply your skills and expertise in mathematical & algorithmic optimization toward solving NP-hard problems.
• Collaborate within the software team to develop algorithms that optimize graph-based execution on the Quadric architecture.

Skills

Deep learning optimization

Graph algorithms

Numerical optimization

DNN/ML knowledge

C++ 11+

TVM

Compiler techniques

NP-hard heuristics

Education

MS or PhD in Computer Science

Tools

TVM

Compiler toolchains

Job description

Quadric seeks a senior platform software engineer to lower and optimize neural networks on the Quadric EPU. You will design and implement algorithmic optimizations to extract maximum performance from the architecture.

Work with the software team to push cutting-edge deep learning workloads, with a focus on graph-based execution and NP-hard problem heuristics. The role offers a competitive salary, equity, and a path to influence edge AI at scale.