Machine Learning Engineer, Computer Vision

London, UK

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Firedrop.ai
Automating design at scale
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Posted 8 months ago

About the Role As a Machine Learning Engineer you will research, design, implement, optimize and deploy models and algorithms that advance the state of the art in design automation and creative A.I.. A strong candidate will ideally possess strong expertise in at least one of the following areas, and at least a basic familiarity in others. Responsibilities
  • Developing and deploying pragmatic optimization algorithms and data acquisition/extraction strategies to solve complex and often abstract problems.
  • Training machine learning and deep learning models to perform visual recognition tasks such as segmentation, labelling and detection.
  • Training deep learning models to perform generative tasks such as colour scheme generation, layout creation and design variants.
  • Designing and building experiments and prototypes for both our clients and product teams, including pilots and Proof of Concept builds.
  • Identifying opportunities internally to improve our products and solutions with machine learning and other A.I. technologies.
  • Staying on top of advances, developments and new technologies in the A.I. and deep learning fields, making suggestions for new products and features.
Ideal Experience
  • Solid understanding of linear algebra, algorithms, machine learning, optimization, numerical methods.
  • Excellent Python coding, strong engineering practices, debugging/profiling skills, familiarity with multi-threaded programming.
  • Experience with data science tools including Python scripting, numpy, scipy, matplotlib, scikit-learn, jupyter notebooks, bash scripting, Linux environment
  • Experience with at least one mainstream deep learning framework such as TensorFlow or PyTorch.
  • Experience with computer vision libraries a plus (e.g., OpenCV).
  • Experience with CUDA/OpenCL, OpenGL a plus.
  • Computer Science or equivalent degree a plus.