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Computational Biology Specialist
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Roche promotes diversity, equity, and inclusion, reflecting the communities we serve. In the realm of global healthcare, diversity is a vital component of success. We believe that inclusion is crucial for understanding the diverse healthcare needs of individuals. Together, we celebrate uniqueness and share a commitment to outstanding care. Join Roche, where every voice is valued.
Position OverviewA vision for a healthier future drives our innovation. We are dedicated to advancing science and ensuring that everyone has access to the healthcare they require today and for future generations. Our goal is to create a world where we can spend more time with our loved ones. This is the essence of Roche.
Roche Diagnostics stands as a global leader in healthcare diagnostics, dedicated to enhancing patient outcomes through pioneering diagnostic solutions. With an emphasis on precision medicine and personalized healthcare, Roche Diagnostics develops and markets advanced diagnostic tests and technologies across various disease domains, including oncology, infectious diseases, and autoimmune disorders. Our mission is to empower healthcare professionals with precise, timely, and actionable diagnostic insights to support informed clinical decision-making and improve patient care.
Key Responsibilities- Utilize advanced computational techniques and algorithms to analyze and interpret NGS datasets, encompassing whole-genome sequencing, exome sequencing, transcriptome sequencing, ChIP-seq, and other pertinent NGS applications. Conduct quality control, data preprocessing, alignment, variant calling, and annotation.
- Design, implement, and refine AI and machine learning algorithms for the analysis of biological data, including but not limited to genomics, epigenomics, transcriptomics, proteomics, and metabolomics.
- Develop methodologies for integrating diverse biological data sources to extract significant biological insights, leveraging the strengths of various data modalities to facilitate data-driven decision-making.
- Create predictive models and computational frameworks to reveal intricate patterns in biological systems, applying them to risk prediction algorithms, disease detection and classification models, treatment response predictors, and discovery of disease mechanisms.
- Employ advanced computational techniques to define, extract, validate, and characterize biomarkers relevant to diagnostic applications, utilizing multiomic data integration, feature selection methods, and predictive modeling approaches.
- Contribute to the creation of software tools, pipelines, and computational resources for bioinformatics analysis, data visualization, and knowledge dissemination.
- Collaborate with interdisciplinary teams of scientists and researchers to address biological questions, formulate hypotheses, and devise computational strategies for hypothesis testing and validation of findings.
- Stay informed about the latest advancements in AI, machine learning, and bioinformatics research, incorporating relevant methodologies and techniques into project workflows.
- Possess a Ph.D. or equivalent degree in bioinformatics, computational biology, statistics, computer science, machine learning, or a related discipline, along with over 7 years of experience.
- Demonstrate expertise in AI, machine learning, and statistical methods, particularly in their application to biological data analysis.
- Exhibit proficiency in programming languages commonly utilized in bioinformatics and computational biology, such as Python or R, and possess experience with relevant libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Prior postdoctoral or industry experience in computational biology, bioinformatics, or a related field is advantageous.
Relocation benefits are available for this position.
About UsAt Roche, over 100,000 individuals across 100 countries are advancing the frontiers of healthcare. Together, we have established ourselves as one of the world's leading research-focused healthcare groups. Our success is rooted in innovation, curiosity, and diversity.
Roche Pharma Canada employs over 850 individuals and fosters a vibrant, collaborative environment that reflects Roche's truly innovative culture.