Kromek is seeking a Machine Learning Engineer to join its algorithms team, and participate in the creation of completely novel algorithms for the detection of a variety of things, including pathogens from DNA, cancer from patient imaging, and more. The engineer will work closely alongside others including data scientists and natural scientists as part of a small team working on cutting-edge projects which include research and product development. As part of a small and growing team, the candidate will be able to guide and mould the new role to suit their skills and interests, and will be supported to learn and develop new skills. They may occasionally be required to present their work internally and at external events; to visit collaborators and laboratories, and more.
Responsibilities
The ML Engineer will investigate, implement and develop novel algorithms using machine learning techniques. They will analyse data from sources within and without the business, create pipelines and algorithms to simulate and augment real and synthetic data, and create their own ML algorithms to address detection challenges. They will use a variety of ML techniques, including deep neural networks. They will learn the scientific principles underpinning the data in question, using Kromek’s subject matter experts such as bioinformaticians and detector physicists as appropriate. They will write software to a high standard, and own their own areas of the codebase as well as collaborating closely with other developers and scientists.
Essential Skills And Experience
* A good understanding of modern machine learning techniques
* A good foundation of coding practices, preferably in Python
* A reasonable proficiency with Python
* Proficiency with PyTorch or Tensorflow
* A critical mindset and understanding of scientific principles
* Ability to work in a team of scientists and exchange views and ideas based on evidence
* A quality degree in a scientific or software discipline
* Able to work with, process and manage large amounts of data
Desirable Skills And Experience
* High proficiency with Python
* Knowledge of SQL
* Proficiency with Julia
* Familiarity with Linux
* Experience of cloud deployment of software, e.g. AWS
* Knowledge of a Python API package such as FastAPI
* Experience developing software as part of a team
* Familiarity with version control systems, especially git
* High proficiency with PyTorch and Tensorflow
* Ability to confidently produce and deliver presentations on their work, within a team and to a wider audience
Benefits Package
* Life assurance 3 x salary.
* Share options vesting over 3-year period.
* 25 days holiday (pro-rated) + statutory days.
* Option to join the Kromek pension scheme, which is with Aviva, Kromek match up to 5% when they have passed their probation period.
* Option to join the private medical scheme, which Kromek pays for.
* Cycle to work.
* Medicash – Scheme to recover costs for prescriptions, optical and dental procedures.
* Employee Assistance Programme.
* Free parking.
About Kromek
Kromek Group plc is an international technology group (global HQ in the UK) and a leading developer and supplier of high-performance radiation detection products based on cadmium zinc telluride (CZT) and other advanced technologies. Using its technology platforms, Kromek designs and develops and produces x-ray and gamma-ray imaging and biological and radiation detection products for the medical, CBRNe security, Homeland Security, public health and civil nuclear radiation detection markets.
The Group’s products provide high-resolution information on microbiomes and is used for the detection and identification of infectious agents.
The Group’s business model provides a vertically integrated technology offering to customers, from proof of concept to finished products, including software, electronics, mechanics and application specific integrated circuits (ASICs). The Group has operations in the UK and US (California and Pennsylvania) and sells internationally through a combination of distributors, OEM and direct sales.
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