Software Developer/ Engineer/ Architect

Machine Learning Research Engineer

This role will be based in the Skytek office working on our core products and major customer solutions.

The role focuses on developing machine learning algorithms and models for space and insurance industry. Candidates should be able to design and implement state-of-the-art ML models in the domain of object detection and semantic segmentation of satellite imagery. Candidates should be able to follow and replicate the newest research in machine learning, and then apply the generic solutions to more narrowly defined problems and use cases. 

 

Responsibilities

  • Develop and design ML-based solutions in the area of satellite imagery analysis
  • Analysis large datasets and collaborate with data engineers and domain experts to build model pipelines.
  • Implement and deploy the ML solutions.
  • Follow and replicate state-of-the-art research in the domain of satellite imagery analysis using ML.
  • Manage the ML infrastructure and pipelines for deployment into production environments.
  • Communication and presentation of developed ML solutions to clients and end users.
  • Work within projects teams to support integration of ML solutions into overall solutions.
  • Support company technology roadmap and research in ML based solutions development
  • Fluency with the ML stack of choice (Keras, TensorFlow, FastAI)
  • Strong programming experience in Python
  • Experience with AWS tooling for training and deploying ML models to production.
  • Experience in Amazon ML services such as AWS SageMaker, AWS Ground Truth