Xcelerium · 1 day ago
Senior Software Engineer - AI/ML
Irvine, CA
Full-time
Onsite
Mid, Senior Level
4+ years expXcelerium is seeking a highly skilled and passionate Senior Software Engineer - AI/ML to join our software engineering team. In this role, you will design, develop, and fine-tune cutting-edge AI/ML frameworks that solve complex challenges efficiently.
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Responsibilities
Architect, implement, and validate our efficient AI/ML software framework to support business and product goals
Collaborate closely with product managers, cross-functional teams, and stakeholders to translate requirements into reliable, scalable AI solutions
Run experiments, evaluate model performance, and refine solutions through iterative, data-driven improvements
Stay up to date with emerging research, tools, and methodologies in AI, machine learning, deep learning, and compiler technologies
Mentor junior engineers, fostering a culture of technical excellence, learning, and collaboration
Prepare clear technical documentation and present project insights to internal teams and leadership
Qualification
Required
Bachelor's or Master's degree in Computer Science, Computer Engineering, or a related discipline
4+ years of professional experience in software engineering with a strong focus on AI/ML development
Strong foundation in machine learning concepts, deep learning architectures, NLP, and computer vision
Excellent analytical thinking, problem-solving skills, and a collaborative, team-oriented mindset
Strong communication skills with the ability to articulate technical concepts effectively
Preferred
Proficiency in Python and hands-on experience with frameworks such as TensorFlow, Keras, PyTorch, and JAX
Experience in C/C++
Experience with AI/ML compiler technologies such as MLIR, IREE, TensorRT, XLA, or similar optimization frameworks
Familiarity with computer architecture and/or hardware accelerators
Familiarity with deploying machine learning solutions on custom accelerators
Design and implement MLIR-based compiler passes for lowering, optimization, and code generation
Build domain-specific dialects to represent compute kernels at multiple abstraction levels
Develop performance-tuned transformation pipelines targeting vectorization, parallelization, and memory locality
Company
Xcelerium
xcelerium is a semiconductor business that is developing domain-specific processors for convergent workloads.
51-200 employees
Funding
Current Stage
Growth StageTotal Funding
unknownKey Investors
Alumni Ventures
2025-01-31Seed
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