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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in compiler optimization for deep learning frameworks, with a strong focus on performance enhancement through advanced techniques such as operator fusion and quantization. Proficient in C++ and Python, with extensive experience in developing and validating compiler infrastructures for various architectures.
Highest-signal resume keywords
C++ Proficiency (14/17/20)Python ProgrammingDeep Learning Compiler DevelopmentCompiler Frameworks (MLIR, LLVM, TensorRT)Low-Level Kernel Optimization
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Compiler OptimizationData StructuresAlgorithmsObject-Oriented DesignMemory Allocation StrategiesQuantization Techniques (INT8/FP8)Parallel ProcessingInstruction Execution (CPU/GPU/NPU)Benchmarking and ProfilingGraph-Level Optimizations
Tools & Technologies
PyTorchTensorFlowONNXFPGAASICApache TVMXLAGlowCustom AI AcceleratorsCycle-Accurate Simulators
Industry Keywords
Deep LearningCompiler InfrastructureMicro-ArchitectureHardware AccelerationEmbedded Architectures
Tech Stack
Tools & technologiesApachePythonPyTorchTensorflowC++
About the role
Key responsibilities & impact- Design, implement, and maintain compiler optimization passes targeting Quadric’s processor architecture
- Develop lowering pathways from PyTorch, TensorFlow, and ONNX to optimized low-level kernel code
- Optimize neural network performance for memory throughput, latency, compute-unit utilization, and power consumption
- Implement graph-level optimizations including operator fusion, layout transformation, quantization, and memory allocation strategies
- Analyze Transformer, CNN, and Vision-Language Model topologies and extend compiler support for new operators and primitives
- Benchmark and profile end-to-end model performance to identify and resolve compiler bottlenecks
- Collaborate with hardware and micro-architecture teams on instruction-set extensions, hardware acceleration features, and compiler requirements
- Develop software simulators, functional models, and test benches to validate compiler correctness and generated binary performance
- Participate in hardware bring-up and validation on FPGA and ASIC platforms
- Integrate key deep learning models into Quadric’s compiler pipeline
- Implement custom graph and code-generation optimization passes delivering measurable benchmark improvements
- Partner with the architecture team on next-generation micro-architecture definition through workload analysis
Requirements
What you’ll need- BS, MS, or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, or a related field
- 8+ years of hands-on experience developing deep learning compilers or compiler infrastructures
- Strong proficiency in C++ (14/17/20) and Python
- Solid fundamentals in data structures, algorithms, and object-oriented design
- Familiarity with PyTorch, TensorFlow, ONNX, and deep learning operator representations
- Solid understanding of computer systems, memory hierarchies, parallel processing, and CPU/GPU/NPU instruction execution
- Experience with compiler frameworks such as MLIR, Apache TVM, LLVM, XLA, TensorRT, or Glow
- Candidates must be authorized to work in the United States for this U.S.-based role
- Preferred: experience with low-level kernel optimization, SIMD/vector programming, memory allocation strategies, INT8/FP8/mixed-precision quantization, post-training/QAT optimization, custom AI accelerators/DSPs/embedded architectures, FPGA bring-up, hardware emulation, or cycle-accurate simulator development
Benefits
Comp & perks- Medical, dental, and vision insurance from day one; premiums covered at 99% for employees
- Company-paid life insurance
- Voluntary supplemental life insurance
- STD + LTD insurance
- Commuter support including parking or Caltrain reimbursement
- FSA + HSA
- Equity with the business
- Paid parental leave
- 401(k) retirement plan
- Flexible PTO
- Winter holiday shutdown
- Catered lunch each day in the office
- Relocation support for candidates joining from outside the Bay Area
- Collaborative, low-ego culture with significant ownership and impact
- Work culture focused on innovative disruption
- Discretionary annual performance bonus
