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Machine Learning Engineer for Biomechanics at TonusTech, UK. (remote working possible)

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  • Machine Learning Engineer for Biomechanics at TonusTech, UK. (remote working possible)

    About us
    At Tonus Tech our mission is to help people to stay in motion through technology.
    Our ambition is to create augmented wearable solutions that combine elements of exosuits, activewear, and design, helping people enjoy healthier life - improving flexibility, balance, and strength. It is not just better for all of us; It is essential.
    We are integrating motion sensors and soft robotics solutions into clothing that are easy to wear and a no-brainer to use.
    We are a small and passionate team of engineers and designers, eager to bring about a big change in wearable robotics.
    We are currently looking for a motivated individual who is eager to work on motion analysis applications through wearable sensors, with a strong focus on application of machine learning.

    About you
    You feel comfortable in a small, agile team and are not afraid to work autonomously. We live and foster open and transparent communication and encourage you to develop and propose solutions and ask questions.
    Being part of a fast-moving startup means being passionate, flexible and willing to work on a number of interesting tasks that may not always fit your job description.

    What you will be doing
    ● You will take on a key role in our Machine Learning development for motion analysis, working on developing the whole ML pipeline, from data exploration and pre-processing, to model development/training/validation/evaluation, and visualisation of results
    ● You directly collaborate with the Founders, interacting with a small team of engineers and designers to meet team objectives

    The project
    This position will run for 6-12 months depending on your availability, working to deadlines for an exciting collaborative project.
    This is a remote work position with weekly team updates via video calls.

    Skills & experience
    ● Experience in past Machine Learning applications is essential. You must have at least 2-3 years’ experience in programming and application of machine learning models (e.g. ANNs on time series data), and be experienced with software development in Python, using PyTorch or TensorFlow libraries
    ● A description of past projects where you have taken significant initiative (e.g. personal projects, competitions, hackathons), is a big plus - link to your GitHub (or similar) repo if available
    ● Practical experience of software coding with a hardware element
    ● Experience in code testing and best practices (e.g. CI/CD)
    ● Software versioning - Git

    Other desirable skills
    ● Familiarity with motion sensing, mainly Inertial Measurement Units (IMUs)
    ● Experience working in a fast-paced agile development environment
    ● Understanding and application of sensor fusion techniques in real-world scenarios
    ● Solid maths and physics background
    ● Experience in human motion analysis, biomechanics or robotics (kinematics and dynamics) is highly desirable

    Please send your application by e-mail to contact@tonus.tech
    Last edited by Iain R. Spears; February 16, 2022, 10:39 AM.
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