Aalyria is a leading technology company that supplies laser communications technology and temporospatial software-defined networking platforms to the aerospace industry. Backed by Battery.
About the role
As a Research Scientist, you’ll contribute to state-of-the-art algorithms which advance the most challenging large-scale optimization and resource management problems in communication networks. The successful candidate will join a vibrant and growing research team. This is an applied research role, and you will work with software engineers to integrate research efforts into practical capabilities that can operate at the scale and speed required by Spacetime’s production systems.
What they're looking for
- A PhD and/or 3+ years of equivalent research experience in computer science, engineering, mathematics, statistics, or related field
- Strong skills in Python and working in Linux environments
- A track record of publishing in leading venues such as NeurIPS, ICLR/ICML, INFOCOM/IEEE, SIGCOMM, MobiCom, or ICC/GLOBECOM
- Demonstrated ability of working proactively in a self-motivated way
- Experience with at least one of:
- Reinforcement learning/machine learning and associated libraries in Python (e.g. PyTorch, TensorFlow, or JAX)
More about this role
As a Research Scientist, you’ll contribute to state-of-the-art algorithms which advance the most challenging large-scale optimization and resource management problems in communication networks. The successful candidate will join a vibrant and growing research team. This is an applied research role, and you will work with software engineers to integrate research efforts into practical capabilities that can operate at the scale and speed required by Spacetime’s production systems.
- Specify, research, design and develop scalable optimization algorithms for large, complex resource allocation problems.
- Apply techniques from machine learning, integer optimisation, metaheuristic, or other algorithms to improve solution quality and computational efficiency.
- Collaborate with researchers and engineers to translate research into commercial product capabilities.
- Evaluate new approaches against realistic problem sizes, constraints, and performance requirements.
- Publish at leading international conferences and contribute to patent applications.
- Develop and maintain documentation related to novel algorithms developed by the team.
- A PhD and/or 3+ years of equivalent research...
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