Aalyria Technologies, Inc. · United Kingdom
Skills: Python
About Aalyria:
Aalyria is a leading technology company that supplies laser communications technology and temporospatial software-defined networking platforms to the aerospace industry. With technology acquired from Google, Aalyria is at the forefront of innovation in satellite and airborne mesh networks, as well as cislunar and deep-space communications. We are revolutionizing the orchestration and management of planetary mesh networks using any radio or optical spectrum, any orbit, and any hardware across land, sea, air, and space.
Role Overview:
As a Machine Learning Engineer, you'll develop and productionise machine learning algorithms related to large-scale optimization and resource management problems in communication networks. The successful candidate will join a vibrant and growing research team, and will work closely with Research Scientists and Software Engineers to integrate research efforts into practical capabilities that can operate at the scale and speed required by Spacetime's production systems.
Key Responsibilities:
Research and develop state-of-the-art machine learning algorithms to solve large, complex resource allocation problems. Develop scalable machine learning training infrastructure and manage MLOps tooling. Integrate ML technology with other components of the Spacetime platform to ensure end-to-end functionality. Evaluate new approaches against realistic problem sizes, constraints, and performance requirements. Develop and maintain documentation related to novel algorithms developed by the team. Publish at leading international conferences and contribute to patent applications.
Required Qualifications:
Masters or PhD degree in computer science, mathematics, statistics, or other fields related to machine learning. Fluency in Python and at least one deep learning library (e.g. PyTorch, TensorFlow) or mathematical optimization library (e.g. Gurobi, CBC, Google OR tools) Strong technical communication skills. Ability to write clean, maintainable, and…
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