PhD/Postdoc Position in Advanced Statistical Modeling
2 weeks ago
At PARETO SECURITIES AS, we are seeking a highly motivated data scientist to join our team in a collaborative multi-disciplinary project. The project involves computer scientists, bioinformaticians, medical doctors, and statisticians working together to advance our understanding of mental disorders using large-scale health records and genetics.
The ideal candidate will have a strong background in AI/machine learning, deep learning, and statistics, with experience in big data management and data processing techniques. They will also have a proven research expertise in data preparation and visualization and model deployment. Additionally, they should have scientific interest in the clinical implementation of AI models, ensuring a funded trust in the results to clinicians.
The position falls within a collaborative multi-disciplinary project that involves computer scientists, bioinformaticians, medical doctors, and statisticians. It is thus required for the applicants to have a strong interest in working and communicating with clinical researchers and researchers with other backgrounds along the project. Your day-to-day tasks will involve both independent work and active discussions with your colleagues.
Requirements
We expect the candidate to strive toward scientific excellence within applied science and with clinical utility/implementation as the success goal. The following requirements must be met:
1. A master's degree or Ph.D. degree in Statistics, Bioinformatics, Computer Science, or related fields
2. Strong knowledge in AI/machine learning, deep learning, and statistics
3. Experience with big data management and data processing techniques (mainly Python)
4. Proven research expertise in data preparation and visualization and model deployment
5. Scientific interest for the understanding and explainability of AI model predictions, to ensure a clinical implementation by providing a funded trust in the results to clinicians
6. Strong communication and collaboration skills within a dynamic multi-disciplinary workspace
7. A profound interest in our vision of improving the current treatments of mental disorders and solving the real-world problems through statistical and machine learning
About You
A creative problem solver with deep expertise in machine learning, algorithms, and optimization is desired. An intelligent, organized, hard-working mindset with a focus on advancing the state-of-the-art knowledge within mental disorders, delivering the agreed according to timelines, and with ability to fit into the structure of the new workplace and communications with health professionals.
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