Hemolens Diagnostics® is a Polish venture that specializes in cardiac diagnostics. Our team consists of bioengineers, cardiologists, and IT professionals. Our work is about creating and developing an innovative, non-invasive method of heart disease diagnosis by using state-of-the-art software, which is likely to revolutionize the market of cardio-diagnostic tools. This way we will be able to contribute to a significant reduction of risks associated with invasive tests.
We are currently looking for: Senior AI Engineer
What we expect from you:
- Higher education – preferably a technical university in Mathematics, Computer Science, Artificial Intelligence, or in fields related to the company’s activity (Medicine, Biomedical Engineering, Physics, etc.)
- Professional or academic experience of 5+ years in the area of AI / ML in the field of computer vision (in particular in working with three-dimensional data – volumes, meshes, point clouds)
- Knowledge of the Python programming language (with the PyTorch library) and a low-level language, e.g. Rust, C ++
- Basic knowledge of another framework (TensorFlow, Keras, JAX)
- Knowledge of the Linux environment
- Experience in building CI/CD pipelines and Docker images
- Experience in training large ML models using multiple GPUs
- Adaptation of existing code or implementation of solutions based on scientific literature
- Conducting R&D work at every stage of the project life cycle, independently or as a group leader
- English language at a minimum level B2 + technical language used in the AI / ML area
- Knowledge of trends in artificial intelligence / machine learning
Nice to have:
- Interest in the biomedical area
- Experience in processing data from medical imaging or physics simulations
- Experience in working with CUDA, C#, ONNX
- Knowledge of algorithmic computer graphics and computational geometry
- Experience with Azure and AzureML
- Knowledge of issues around automation and deployment of models: Argo, Kubernetes/KubeFlow, Triton/TensorRT/TorchServe, etc.
- Experience in issuing code packages in other languages (e.g. NuGet)
- Published scientific papers or patent applications
Your tasks:
- Developing and adapting algorithms to solve problems in the field of volumetric segmentation, flow simulation, or related
- Testing and documenting the software produced and the experiments performed
- Helping in annotation and verification of data quality, cooperation with radiologists and other specialists
- Working on software according to the necessary guidelines of the medical industry
- Implementing improvements to existing solutions that automate software production
- Following scientific literature on the developed solutions
We offer:
- Hybrid / stationary work in our office in Wrocław in Business Garden at ul. Legnicka 48G
- Work in a team full of enthusiasts who share knowledge and experience
- Work in a company with interdisciplinary teams: CFD, AI, Web Development, Biomedical Engineering, Clinical Research and medical experts
- Work on a groundbreaking medical project / on a project of global importance
- Influence on the development of innovative software that has the potential to revolutionize cardiology diagnostics and help many patients
- Stable employment based on an employment contract / B2B contract
- Tools necessary to perform tasks
- Non-wage benefits package (medical care, sports card, life insurance)
The controller of your personal data is Hemolens Diagnostics Sp. z o.o., with its registered office in Wrocław, ul. Legnicka 48G, 54-202 Wrocław, Poland. Your personal data will be processed for the purposes of current and/or future recruitment processes. You can find more information about the processing of your data, including the scope of your rights, in our information clause on personal data processing in recruitment processes.
