Innatera’s Architecture team delivers the neuromorphic architectures and methodologies which are central to the technology in our processors. The team is looking for a Neuromorphic architect that can lead the exploration and development of new neuromorphic concepts and architectures for processing at the edge. The ideal candidate has a strong record of research / development / engineering in the neuromorphic domain, and a solid foundation in the AI/ML space.
Positions are available both at Delft, and in Bangalore.
In this role, you will be responsible for
- Leading pathfinding activities and architecture exploration for neuromorphic components, and the design/development of new neuromorphic concepts
- Exploration of spiking neural networks in different application domains together with embedded software engineers
- Provide Innatera’s architecture, hardware and software engineering teams with a concrete neuromorphic basis for their developments
- Work together with analog-mixed signal and digital design engineers, application engineers, to identify requirements for future products, and developing new architectures to target challenging use-cases for Innatera’s products
- Analyzing and profiling AI/ML algorithms
- Performance analysis and benchmarking of neuromorphic concepts
- Contributing to the creation of IP (patents, knowhow) at Innatera
The ideal candidate for this position
- Has a PhD or MSc, with several years of relevant experience in the neuromorphic computing field
- Has a track record of architecting/designing/exploring neuromorphic architectures – especially spiking neural networks – in an industrial or research environment
- Has demonstrable record of experience – one or more tape-outs of neuromorphic architectures, and/or publications in top-tier conferences/journals, and/or hardware/software prototypes of developed architectures
- Has strong expertise in neuromorphic computing – algorithms, training methodologies, neuron and synapse architectures, plasticity mechanisms, hardware implementations, practicalities of operation, common pitfalls, state of the art,…
- Experience with AI/ML algorithms, experience in building and deploying deep neural networks with standard frameworks (eg. Tensorflow, Keras, PyTorch,…) are highly appreciated
- Is a problem solver, has a goal-oriented attitude, and is highly-motivated
- Is a self-starter, and is passionate about technology
Preferred skills for this position
- MATLAB, Python
- TensorFlow/Keras/PyTorch or an alternative framework (appreciated)
Delft, The Netherlands and Bangalore, India.
Note: multiple positions are available
To apply for this position, email your CV to email@example.com with “Neuromorphic Architect” as the subject.