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    BI Data Modeler - Oxfordshire, United Kingdom - Ivy Farm Technologies

    Ivy Farm Technologies
    Ivy Farm Technologies Oxfordshire, United Kingdom

    1 week ago

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    Description
    Job Description Ivy Farm - Data Scientist (Statistics and Machine Learning)

    At Ivy Farm our mission is to create the world's best guilt free and sustainable meat, it's cultivated meat, just like real meat, only made differently - and were super excited by it.

    Were a humble community of 40+ technical and scientific crew; a team where you can make a true difference to animal well-being and global sustainability.

    Get ready to dive into a thrilling world where data isn't just numbers - it's the key to unlocking ground breaking discoveries Picture yourself at the forefront of innovation, harnessing the power of cutting-edge machine learning technologies to decode the mysteries hidden within cell culture experiments.

    You'll be building advanced ML models that seamlessly integrate internal and external data sources, weaving together algorithms that paint a vivid picture of what lies beneath the surface.

    Get ready to revolutionise the way we understand cellular biology and pave the way for a future where every experiment holds the promise to aid global sustainability

    We're growing our Data Science team – this is a new role, and we're looking for a dynamic Data Scientist who will work alongside our R&D team to apply cutting-edge computation, data-driven methods, Machine Learning/Deep Learning approaches to accelerate our cell-cultivated meat programs by contributing to improving the design and engineering of novel mammalian cell lines, formulation of media and bioprocess development.

    You'll be working side-by-side with biologists, automation scientists, chemical engineers. Relish building models from internal and external data sources, algorithms, predictions, and performance evaluation by writing code and using state-of-the art machine learning techniques to assist in the interpretation of cell culture experimental assay outcomes
    You'll be hands on applying and developing artificial intelligence and machine learning (AI/ML) approaches (e.g. classification, clustering, machine learning, deep learning) on our research data sets (e.g. to accelerate data-driven decision-making and automate review of experimental data enhancing bioprocess understanding
    Interacting closely with the team research scientists and bioprocess engineers in core scientific platforms/R&D will be your day to day, focusing on cell culture, media development and bioprocess 're a friendly bunch
    And you'll be instrumental in contributing to the experimental design based on the objectives set for the study and support customised data visualisation and analysis solutions
    You'll also help to develop new quantitative methods with the aim of improving processes in various projects and developing new analysis opportunities by integrating existing and new data sources
    You'll update and report relevant results to interdisciplinary project teams and stakeholders – a master of knowledge sharing on statistical and AI/ML methodologies
    You'll obviously maintain a keen awareness of recent developments in data science and state-of-the-art of AI/ML/DL algorithms and research results to keep us ahead of the game

    Here at Ivy Farm, the R&D requires modelling and data science expertise – the analysis of multi-dimensional data sets including in vitro cell culture studies, media development and small-scale to large-scale bioprocess optimisation, all to assist with the establishment of leading end-to-end in silico modelling platform.

    Sc.

    or PhD in a field related to AI/ML or Data Analytics such as:
    Computer Science, Mathematics, Statistics, Physics, Biophysics, Computational Biology or Engineering Science
    Familiarity with advanced statistics, ML/DL techniques including various network architectures (e

    g:
    CNNs, GANs, RNNs, Auto-Encoders, Transformers, PLM etc.), Advanced programming skills and proficiency in data manipulation
    Prior work experience with analytical/statistical data analysis tools such as R and Python and deep learning libraries such as PyTorch, TensorFlow, Keras
    Familiarity with data visualization and dimensionality reduction algorithms
    Comfortable working in cloud and high-performance computational environments (e.g. GCP, AWS)
    Work collaboratively, you'll establish and maintain close working relationships with the scientists across R&D, generating data as part of a cross-functional team

    We also have project targets, compliance expectations and – as in any fast-growing business – sometimes competing priorities. That'll be something you have not just experienced previously but somewhere you thrive.

    We also realise this may well be your first venture into cultivated meat – and that's absolutely fine – we have a great team that will be excited to help you get to grips with that.

    So, if you're ready to join an emerging ground breaking industry, that's both able to think differently and actively looking to do so, and one where you can make a difference to animal well-being and sustainability then we're waiting to hear from you

    And just to confirm, here at Ivy Farm, we're an employer that believes in creating a workplace where everyone feels included and valued, no matter who they are.

    If you think you can bring something positive to the farm, we're excited to hear from you


    Salary:
    £DOE, Bonus, Excellent Benefits Package, Private Health Insurance and Company Shares, team get togethers, company parties, a well-stocked kitchen and free flowing tea, coffee, soft drinks and snacks. This role is based at our award winning Head Office in Oxford.
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