Luxoft · 1 day ago
Machine Learning Compiler Architect
Mountain View, CA
Full-time
Onsite
Lead/Staff
12+ years expLuxoft is a software development team collaborating with a leading German OEM in the automotive industry. They are seeking a Chief Machine Learning Compiler Architect responsible for designing and developing compiler architecture for Neural Processing Units (NPU) and optimizing machine learning models for specialized hardware.
ConsultingSoftwareOutsourcingAutomotiveInformation TechnologyInformation ServicesService Industry
Responsibilities
Design and develop a robust compiler architecture that effectively interacts with our NPU
Implement advanced graph optimizations that incorporate both hardware agnostic and hardware specific enhancements
Develop and optimize algorithms for tiling and memory management to efficiently utilize the NPU's resources
Create sophisticated optimization passes for neural network inference and training workloads
Map high-level operations to optimized library macros and convert them into hardware-level instructions
Generate and manage DMA commands to facilitate data movement and operation within the hardware ecosystem
Collaborate with hardware engineers and system architects to ensure seamless integration and maximal performance of the NPU
Implement efficient scheduling and resource allocation algorithms for concurrent AI workload execution
Stay updated with the latest trends and advancements in compiler technology and machine learning to continuously improve the compiler design
Lead research initiatives in advanced compilation techniques for AI accelerators
Drive adoption of cutting-edge optimization strategies and compilation methodologies
Mentor engineering teams on compiler design principles and best practices
Qualification
Required
Expert communicator across cultural and team boundaries
Expertise in motivating teams and fostering a collaborative and productive environment
Background in managing multiple and competing stakeholder interests; establishing trust, clear roles and responsibilities, and goodwill between partner engineering organizations
Experience managing cross-functional and/or cross-team projects
Technical leadership experience with ability to mentor engineering teams
Strategic thinking capabilities with focus on long-term architectural decisions
Collaborate and work with multiple teams across geographies and time zones
12+ years of experience in compiler development or architecture, particularly targeting AI or ML hardware accelerators
Strong understanding of machine learning algorithms and their computational implications
Working experience with TVM, IREE, XLA, MLIR or LLVM
Proficiency in programming languages such as C++ and Python
Experience with graph optimization techniques and memory management strategies in compilers
Demonstrated ability to translate high-level functional requirements into detailed technical designs
Deep knowledge of hardware architecture principles and AI accelerator design concepts
Proven track record of leading compiler architecture projects from concept to production deployment
Preferred
Prior experience with NPU hardware
Knowledge of automotive industry standards and functional safety requirements
Experience with neural network quantization and optimization techniques
Background in high-performance computing and parallel processing architectures
Publications or contributions to open-source compiler projects
Experience with GenAI tools for accelerated engineering workflows and AI-assisted development practices
Enthusiasm for adopting innovative AI-augmented development practices and continuous learning in rapidly evolving GenAI technologies
Company
Luxoft
Luxoft is an IT company that works globally to give customers software development, product engineering, and consulting.
10001+ employees
H1B Sponsorship
Luxoft has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (37)
2024 (31)
2023 (34)
2022 (34)
2021 (28)
2020 (26)
Funding
Current Stage
Public CompanyTotal Funding
$102.4MKey Investors
VTB Capital Investment Management
2019-01-07Acquired
2013-12-13Post Ipo Equity· $42.4M
2013-06-26IPO
Leadership Team
James Hopson
CTO Mobile and Network Solutions
Recent News
2025-01-06
Company data provided by crunchbase