Machine Learning Specialist to Qlucore
Systemerare och programmerare
3 Feb 2023
This is an opportunity to be part of a team that has an vital impact in modern healthcare. Join us as our new Machine Learning Specialist and develop new and innovative predictors to improve subtype classification in cancer and other diseases.
What we do
At Qlucore, we develop software to transform complexity into clarity in clinical diagnostics and bioinformatics. Genetic information is a key data source.
The clinical diagnostics solutions for multi-omics companion and precision diagnostics include AI-powered, disease-specific machine learning based classifier models and are combined with user-friendly visualizations in an easy-to-use and cost-effective software solution.
The clinical diagnostics solutions build on the bioinformatics software Qlucore Omics Explorer that has been on the market since 2007, and is referenced in more than 1000 scientific articles.
You will be part of a data science team consisting of ML developers, bioinformaticians and software engineers working with algorithm and software development for precision diagnostics. As a Machine Learning Specialist, you will use your expertise to create groundbreaking algorithms that employ machine learning to build predictors from Next Generation Sequencing data. The impact? Smarter solutions for faster, more precise cancer diagnoses leading toward better healthcare outcomes overall.
The role requires you to be comfortable working in the full ML development lifecycle; from hypothesis and raw data processing, choice of method, development and evaluation of different ML models with performance measures and rigorous cross-validation methods, to production setting and MLOps.
Some of your tasks and areas of responsibility will include:
- Developing and applying methods to analyze large-scale NGS data for precision medicine of cancer and other diseases
- Using and developing unsupervised and supervised machine learning (AI/ML) methods
- Playing a leading role in ML projects
- Working with new developments and evaluating new AI methods, both statistical and neural networks
- Collaborating with external partners, such as internationally leading research groups in the disease areas that we are active within
We value team-members that work towards common goals and are passionate about using technology to make a difference. Our ideal candidate is a self-starter, proactive in taking responsibility without being prompted, and has a willingness to learn new things. Other important traits are to be humble, hard working and flexible, with an ability to engage broadly and contribute where the team needs you. Furthermore, you understand the importance of keeping deadlines and delivering on time to a high standard. You are also fluent in written and spoken English.
We are looking for a colleague that has a solid background in mathematics or statistics, bioinformatics, computer science and AI. You bring at least an MSc in technical mathematics, computer science, bioinformatics or equivalent and have worked for 3+ years with machine learning using Python and R. We are also looking for candidates with knowledge of several frameworks such as Tensorflow, PyTorch, Pandas, NumPy Scikit-learn and XGBoost. Experience in research will be highly valued.
Want to learn more
As part of our collaboration with Nexer Recruit, we invite you to reach out directly to recruitment consultants Johanna Värmfors at firstname.lastname@example.org / +46 730 821 230 or Artan Bitiqi at email@example.com / +46 723 612 844 if you want to learn more about the position. We are looking forward to hearing from you!
Qlucore is a leading provider of new generation intuitive bioinformatics software for research and companion diagnostics. Qlucore's mission is to make it easier to analyze the huge amounts of complex data generated by innovations in the fields of genomics and proteomics by providing powerful visualization-based bioinformatics data analysis tools for research and precision diagnostics.
Qlucore was founded in 2007 and has customers in about 25 countries around the world, with sales offices in Europe and North America, and distribution in several countries in Asia. Qlucore is listed on the Nasdaq First North Growth market.