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 a AI Engineer (Mid)
Location: Wrocław, ul. Legnicka 48 G
Hybrid work: 4 days on-site, 1 day remotely
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 annotating and verifying data quality, cooperating 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 solutions being developed
What we expect from you:
- Higher education – preferably a technical university in the fields of Mathematics, Computer Science, Artificial Intelligence or in fields related to the company’s activity (Medicine, Biomedical Engineering, Physics, etc.)
- 3+ years of professional or academic experience 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 basic knowledge of a low-level language, e.g. Rust, C++
- Knowledge of the Linux environment
- Experience in building CI/CD pipelines and Docker images
- Adaptation of existing code or implementation of solutions based on scientific literature
- English at least B2 level + technical language used in the AI/ML area
- Knowledge of trends in artificial intelligence/machine learning
Nice to have:
- Interest in the biomedical area
- Basic knowledge of another framework (e.g. TensorFlow, Keras, JAX)
- Experience in training large ML models using multiple GPUs
- 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 in working with Azure and AzureML
- Knowledge of issues around automation and implementation of models: Argo, Kubernetes/KubeFlow, Triton/TensorRT/TorchServe, etc.
- Published papers or patent applications
We offer:
- Hybrid / stationary work in our office in Wrocław in Business Garden at Legnicka Street 48G
- 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
- Tools necessary to perform tasks
- Package of non-wage benefits (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.
