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Staff/Principal Software Engineer – AI Applications
Axelera AI. Own the end-to-end technical strategy for a major area of the Voyager SDK application layer .
Tech Stack
Tools & technologiesLinuxPythonPyTorchTensorflowC++
About the role
Key responsibilities & impact- Own the end-to-end technical strategy for a major area of the Voyager SDK application layer
- Translate research papers, open-source repositories and product requirements into a roadmap for model deployment, pipeline development and application integration
- Set technical direction for image pre/post-processing operators and decoders
- Create reusable architectures and partner with the compiler team on difficult compilation issues
- Drive integration of industry-standard model frameworks into the SDK
- Define reusable libraries and architecture for low-code and no-code deployment of models and datasets
- Define company-wide metadata representations for model types such as bounding boxes and keypoints
- Own libraries for evaluating deployed model accuracy and visually rendering inference results on Axelera AI hardware
- Take accountability for pipeline latency and throughput across supported hardware platforms
- Root-cause bottlenecks and build profiling tools and frameworks for diagnosing performance issues
- Represent the Applications team's technical capabilities to business stakeholders, customers and industry
- Mentor and develop engineers
- Drive documentation standards and best practices across the team
- Help shape the Applications team's technical roadmap with commercial and product stakeholders
Requirements
What you’ll need- BS/MS in Computer Science, Electrical Engineering or equivalent
- Typically 8+ years of hands-on experience in the semiconductor and/or AI industry
- Deep, hands-on expertise with edge deployment frameworks such as OpenVINO or TensorRT
- Experience with GPU computing APIs such as OpenCL and Vulkan
- Strong track record applying quantization, compression and pruning
- Expert-level AI application development using Python
- Extensive experience with ML libraries such as PyTorch and TensorFlow
- Expert-level proficiency in Python/C++
- Ability to architect, build and deploy end-to-end pipelines with quantized models at scale
- Experience creating reusable frameworks
- Experience training models using transfer learning
- Experience with MLIR and ONNXRuntime a plus
- Sound technical judgement under pressure on complex, multi-dimensional problems
- Strong communication and influencing skills
- Experience with high-stakes conversations with senior technical and business stakeholders
- Experience representing technical work externally to customers or industry
- Experience mentoring and developing other engineers
- Proficient Linux skills
- Practical knowledge of agile development using Jira, Git and GitHub
- Self-motivated and able to set technical direction with significant autonomy
- Ability to thrive in a fast-paced, collaborative startup environment
Benefits
Comp & perks- Pension plan
- Extensive employee insurances
- Option to get company shares
- Flexible working arrangement
- Remote work from any European country (including the UK)
- Relocation support to Italy or the Netherlands
- Open culture supporting creativity and continual innovation
- Collaborative ownership and freedom with responsibility
- Equal-opportunity and inclusive work environment