AI Developer
Roles and Responsibilities
Develop and maintain on-device AI benchmarks for MacOS using the MLX framework.
Port existing LLM benchmarks (phi, Mistral, LLaMA2/3) from Windows to MacOS.
Create CoreML versions of selected computer vision models and perform quantization for various data types and hardware targets (CPU, GPU, Neural Engine).
Design and prototype local fine-tuning benchmarks, including data preparation, parameter selection, and training strategy evaluation.
Work with on-device AI accelerators (e.g., Apple CoreML, ONNX Runtime, TensorRT, OpenVINO, SNPE).
Maintain, extend, and optimize benchmarks for future and unreleased hardware platforms across Windows, Mac, mobile, and embedded devices.
Collaborate with hardware and software teams to refine benchmark design and test coverage.
Analyze model performance, document findings, and suggest optimization strategies.
Communicate progress and findings effectively in English to internal stakeholders.
Qualifications Required
Bachelor’s degree in computer science or related field.
Minimum of 5 years & experience in software design and development.
Demonstrated experience in AI model development and deployment.
Skills and Experience Required
Strong coding expertise in Python, C++, and C.
Deep understanding of deep learning frameworks: TensorFlow, PyTorch.
Experience working with local/on-device inference engines such as:
1. Apple CoreML (preferred)
2. ONNX Runtime
3. NVIDIA TensorRT
4. Intel OpenVINO
5. Qualcomm SNPE
Familiarity with open-source model repositories like Hugging Face.
Proven experience in all stages of the software development lifecycle – from prototyping to optimization.
Solid debugging and problem-solving skills.
Excellent communication skills in English.
Why you'll love working with us:
Opportunity to work on technical challenges with global impact.
Vast opportunities for self-development, including online university access and sponsored certifications.
Sponsored Tech Talks & Hackathons to foster innovation and learning.
Generous benefits package including health insurance, retirement benefits, flexible work hours, and more.
Supportive work environment with forums to explore passions beyond work.
This role presents an exciting opportunity for a motivated individual to contribute to the development of cutting-edge solutions while advancing their career in a dynamic and collaborative environment.