Leads machine-learning projects from technical goal-setting through development and validation, coordinating stakeholders and small teams on edge AI and mobility algorithms. Primarily remote.
About this role
Idein, an edge-AI company whose Actcast platform runs devices remotely at scale, is hiring a Machine Learning Engineer for its AI development department, which mainly does contract development. The department works with partners such as the automotive supplier Aisin on an edge AI camera and on algorithms for next-generation vehicles, including perception and motion planning, and is widening its projects to more varied tasks and sensing modalities beyond camera images.
The engineer develops machine-learning algorithms for domain problems, together with leader-class colleagues identifies technical problems and plans how to solve them, and works with outside parties through requirements, technical investigation, development and validation, without maintenance and operation. Tasks include developing algorithms for varied sensor data, surveying methods and running evaluation experiments, implementing methods from papers and inventing original ones, making models light enough for edge devices, and recording work in documents and slides. Python and PyTorch are the main tools, in small groups of three to five within a team of about 15, with mostly remote work.
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