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Senior / Staff ML Compiler Engineer

Bradford Consulting

Senior / Staff ML Compiler Engineer Location: San Jose or Irvine, CA | Full-Time About Our Client Our client is a fast-growing fabless semiconductor company building next-generation, energy-efficient domain-specific processors designed for edge AI, wireless communications, advanced radar, computer vision, and autonomous systems. Founded by industry veterans, our client is developing breakthrough System-on-Chip (SoC) architectures leveraging RISC-V and advanced compute technologies to deliver real-time intelligence at the sensor edge. This is an opportunity to join a highly innovative engineering team working at the intersection of semiconductor architecture, AI acceleration, and compiler technology. Position Summary We are seeking a Senior / Staff ML Compiler Engineer to develop and optimize compiler technologies that unlock the performance of next-generation custom silicon. This is not a traditional application software engineering role. The ideal candidate brings deep expertise in compiler backend development, code generation, runtime optimization, hardware/software co-design, and performance tuning for compute-intensive architectures. This individual will work closely with architecture, silicon, systems, and AI teams to ensure software fully enables our client’s processor roadmap. Key Responsibilities Compiler Architecture & Development

  • Design, develop, and optimize compiler infrastructure for custom processor and accelerator architectures
  • Build compiler backends, optimization passes, code generation workflows, and execution pipelines
  • Improve instruction scheduling, register allocation, memory access efficiency, and execution performance
  • Develop graph-level and operator-level optimization strategies for AI workloads
  • Support compiler enablement for emerging compute architectures
Runtime & Performance Optimization
  • Develop runtime systems and execution frameworks for optimized inference and compute performance
  • Profile workloads and identify bottlenecks impacting latency, throughput, memory bandwidth, and power efficiency
  • Debug performance issues across simulation, emulation, and silicon environments
  • Build internal benchmarking and performance analysis tools
Hardware / Software Co-Design
  • Partner with architecture and hardware teams on next-generation processor development
  • Analyze workload behavior to influence architecture decisions
  • Help drive tradeoff analysis involving performance, memory efficiency, latency, and power consumption
  • Collaborate with silicon teams during bring-up and optimization cycles
AI / ML Workload Enablement · Optimize execution of machine learning and inference workloads on custom accelerators · Support deployment of workloads involving:
  • computer vision
  • edge AI
  • radar
  • sensing
  • autonomous systems
  • signal processing
  • Collaborate with AI software teams on model optimization and framework integration
Required Qualifications
  • BS, MS, or PhD in Computer Science, Computer Engineering, Electrical Engineering, or related discipline
  • 7+ years of relevant experience (Senior level)
  • 10+ years of relevant experience (Staff level)
  • Strong C/C++ programming expertise
  • Deep experience with compiler development and optimization
· Hands-on expertise with one or more of:

· LLVM

· MLIR

· TVM

· XLA

· GCC

· custom compiler frameworks · Experience in:
  • compiler backend development
  • code generation
  • optimization passes
  • runtime systems
  • performance profiling
· Strong understanding of:
  • computer architecture
  • memory systems
  • instruction scheduling
  • register allocation
  • parallel execution
  • low-level performance optimization
Preferred Qualifications
  • Semiconductor industry experience
  • Experience with AI accelerators, NPUs, DSPs, GPUs, or custom compute architectures
  • Knowledge of RISC-V architectures
· Experience with:
  • graph optimization
  • quantization
  • inference optimization
  • edge AI deployment
  • embedded systems
  • HW/SW co-design
  • Familiarity with autonomous systems, radar, signal processing, or computer vision workloads

Vacancy posted 7 days ago
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