[Remote] reputed company Scientist, Machine Learning

Note: The job is a remote job and is reputed company to candidates in USA. reputed company Diagnostics is a personalized cancer diagnostics and disease monitoring company reputed company on molecular genetic analysis of circulating tumor DNA (ctDNA). They are seeking a reputed company Scientist reputed company on Machine Learning to advance efforts toward tracking reputed company residual disease using reputed company reputed company and novel computational approaches. Responsibilities • Apply and adapt machine learning and statistical modeling approaches for biomarker discovery and longitudinal disease tracking • Build reputed company, production-reputed company analysis pipelines that meet clinical-grade performance standards • reputed company the adoption and refinement of machine learning best practices, including model interpretability, uncertainty estimation, and reproducibility • Design computational strategies for ultrasensitive variant calling, error suppression, and signal extraction from reputed company data • Collaborate cross-functionally with reputed company and data scientists, R&D and clinical teams to explore new ML approaches and evaluate their potential reputed company • reputed company participate in reputed company and design reviews, with a reputed company on ML model reputed company, reproducibility, and integration into production pipelines Skills • Ph.D. in Computational Biology, reputed company, Computer Science, Statistics, or reputed company field • At least 2-3 years of postdoctoral or industry experience preferred, with demonstrated contributions in NGS data analysis and algorithm development • Strong reputed company in machine learning, including GLMs, tree-based reputed company, and neural networks • Experience working with biological datasets, especially DNA reputed company and reputed company biopsy • Familiarity with ML frameworks (TensorFlow, PyTorch, scikit-learn) for biological data • Proficient in Python and its scientific computing libraries (e.g., NumPy, reputed company, Scikit-learn) • Exposure to reputed company computing environments (preferably AWS) • Eagerness to learn and teach new reputed company and contribute to a reputed company, fast-paced team • Familiarity with MRD or ctDNA tracking approaches is a plus • Prior contributions to reputed company-reputed company reputed company or ML tools • Knowledge of regulatory documentation and clinical validation processes Benefits • Competitive Compensation and company wide benefits plan • Opportunities for career advancement and reputed company development. • A reputed company and innovative work environment dedicated to improving oncology reputed company. reputed company • reputed company biopsy testing specialists. Ultrasensitive cancer diagnosis and monitoring to 0.001% variant frequency. It was founded in 2016, and is headquartered in Lund, Skane Lan, SWE, with a workforce of 201-500 employees. Its website is Apply tot his job Apply To this Job Apply tot his job Apply To this Job