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Job type full-time
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Full job description
Giving the world more time.
For the first time in human history, we have the technology, data, and insights to redefine healthTogether with our partners, we will make the leap from reactive to proactive medicineBy collectively benefiting from the data we individually generate, we can all live our longest, fullest livesHuma partners with scientists, technologists, healthcare, and life sciences professionals to understand, treat, and ultimately prevent ill healthGiving knowledge and power to those with medical conditions, while saving clinicians time, energy, and valuable resources.
Huma is dedicated to the development and implementation of novel analytical image processing methods applicable for oncology studiesDespite the emergence of computer-assisted diagnosis ecosystems alongside advances in 3-dimensional microscopy imaging, existing approaches fail to take full advantage of the vast amounts of other data available in modern clinical practiceWe are looking for an awesome biomedical imaging scientist to join our ai team and technically lead projects within huma.
By joining huma in this role, you will manage a challenging and novel program of work, liaise closely with external stakeholders and support our ai researchers to build groundbreaking personalised medicine.
This role can be based in the uk (london or remote), italy (remote) or germany (remote).
Your mission
Build quantitative models at the intersection of radiomics and machine learning for cancer research
Assist in monitoring data quality issues and collaborate with the different stakeholders to develop automated systems and tools to process, curate and verify data integrity
Communicate the relevant quantitative and radiomics imaging features with clinical team and assist the biological and diagnostic interpretation of the observed patterns in the study cohort
Ensure that traceability and reproducibility is central to all data and machine learning pipeline development
Collaborate with engineers to integrate algorithms efficiently with backend production services and monitor them after launch
Improve and help define the ai team’s processes and toolingperform high quality validation and analysis
From day one in this role we’ll expect you to have
A phd in computer science, machine learning, neuroscience, mathematics or a similar technical field
5+ years experience in medical imaging or computer vision ml (k-means, knn, decision trees, svm, bayesian/graphical models, gaussian process, etc.)
Deep learning (cnn, rnn, attention/memory, lstm, resnet, etc.)
Proficiency in programming – good command of python (or c++), git and linux
Experience with recent machine learning libraries i.ePytorch, monai and/or tensorflow
Interest and ability to translate research into reproducible and validated imaging pipelines
Excellent ability to analyze and interpret statistical data and to communicate data in a clear, concise manner
It’s great, but not required, if you have
Clinical knowledge of anatomy and oncology
Success developing methods in ct with application to oncology
A strong understanding of regulatory and compliance for software as a medical device
Experience working with imaging formats such as dicom and nifti
Experience developing, validating and deploying machine learning models in a commercial setting
Experience working with cloud environments such as azure, gcp and aws
Proven ability to publish in high impact journals
You will thrive at huma if you are
A self-solver - you are resourceful and seek solutions through collaboration
A problem-solver - a passion to creatively find solutions that solve one of the biggest global challenges – human longevity
Resilient - show adaptability, be a pro-juggler and have the ability to move fast
Passionate for quality - in your own and your colleagues` work
A strong communicator - you practice open and clear dialogue, while listening with fairness
Come join us!
We believe magic happens when you bring together diverse ideas, experiences, and stylesWe want to create a world where people live longer, fuller lives, and to do that well we need a team that represents all of the people and communities who use our solutionsWe aspire to create an environment where everyone has the opportunity to do their best workWe are always looking for ways to improve so if you have any suggestions, please get in touch.
Huma is committed to ensuring the safety of all current and prospective global employees during the ongoing covid-19 pandemicWe’ve developed technology-enabled recruitment and on-boarding processes, all huma people have been provided with a home office allowance and we’ve developed a progressive communications modelWe will continue to adapt as we work together in this new world of distributed working.
Dear recruitment agency friends: huma attracts an amazing number of direct candidates and we do not need any help at this stage, so please do not send us unsolicited agency resumesThis is not a great use of your time, and we will not accept any liability or fees for any resumes or candidates which we have not asked you to find for us.
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Posted 15 days ago
