Research and development on AI based solutions for multiplexed tissue imaging supporting drug development and biomarker discovery programs.
Are you ready to apply your research & development skills with AI based solutions for multiplexed tissue imaging; to impact and support AstraZeneca’s drug development and biomarker discovery programmes, in active scientific exchange with the computer vision and AI community? AstraZeneca is a company that always follows the science and turns ideas into life changing medicines. If this sounds like a role you are excited about AstraZeneca might be the one for you!
AstraZeneca is a global, science-led, patient-focused biopharmaceutical company that focuses on the discovery, development and commercialisation of prescription medicines for some of the world’s most serious diseases. But we’re more than one of the world’s leading pharmaceutical companies. At AstraZeneca we’re dedicated to being a Great Place to Work. Where you are empowered to push the boundaries of science and unleash your entrepreneurial spirit. There’s no better place to make a difference to medicine, patients and society.
Welcome to Computational Pathology Munich, one of over 400 sites here at AstraZeneca, providing a collaborative environment where everyone feels comfortable and able to be themselves. Here’s a sneak peek into what the site offers: after-work events, bright and spacious environment, sustainable office working environment, networking events, family and childcare support and of course the alps around the corner for hiking, biking and skiing.
Be part of fulfilling our ambition to be world leaders in Oncology. We are already the fastest growing team within AstraZeneca and across the industry, and there are countless new indications and targets in our game-changing pipeline. We deliver this value through launch excellence, commercial effectiveness and maximising the lifecycle. By leveraging our commercialised portfolio, we are confident we can change the practice of medicine and redefine cancer treatment. We’re brave disruptors – entrepreneurial, courageous and pioneering in our approach. Here you have the opportunity to step up, take personal accountability and lead changes in our ever-evolving environment. With pace and drive, comes trust that we will get it done. Embrace the freedom to create and expand your horizons. Always backed and supported by pioneering leaders, this is the place to build a world-class career that’s meaningful and rewarding. Here we’re on a journey to becoming digitally enabled, to discover new ways of offering better solutions to our patients. Join the team with a vision to use data as a tool, to build a better, deeper, more personal understanding of the people we’re helping. To ultimately deliver better outcomes for them – through dynamic omnichannel content, personal relationships and experience.
What you’ll do
Scope of responsibilities include research and development on AI based solutions for multiplexed tissue imaging supporting drug development and biomarker discovery programs, in close collaboration with interfacing functions at global AstraZeneca, in active scientific exchange with the computer vision and AI community.
Generate decisive data based on the whole slide image analysis of multiplexed imaging modalities to advance the Early Oncology drug and biomarker development programs.
Further develop and apply latest artificial intelligence methods to support image and data analysis in Translational Medicine.
Contribute to method and software research and development across multiple functions in the larger organization.
Disseminate knowledge, best practices and developed algorithms and software tools to internal audiences in project meetings, AI seminars, documentation and code libraries, and to the external academic community with conference presentations and journal publications.
Collaborate closely with project stakeholders and interfacing functions such as pathology, quality assurance, data management, software development, data science and bioinformatics.
Comply with the AstraZeneca General Laboratory Standard to support product quality and regulatory compliance in the development, manufacture and distribution of Active Pharmaceutical Ingredients, Medicinal Products and Devices.
Essential for the role
M. Sc. or Ph.D. in computer science, physics, mathematics or related scientific discipline.
Track record of publications in the field of computer vision and artificial intelligence.
In-depth knowledge of software development using Python, deep learning and scientific compute libraries.
Excellent communication and social skills while working in interdisciplinary, international and globally distributed project teams.
Must be able to work independently on multiple tasks in a high paced environment, be dedicated, detail oriented and constantly innovating.
Desirable for the role
Project experience in analyzing multiplexed immunofluorescence images, and correlating image features with response to therapy, using latest deep learning methods (Graph NN, Vision Transformer).
Experience in data analysis and at least one dedicated software environment dedicated to data analysis (Python/pandas, etc.). Knowledge of statistical methods for data analysis (incl. feature selection and survival analysis).
Working in an agile project team using SCRUM or a similar framework.
Competitive salary package and benefits
Close Date: 02/03/2022
At AstraZeneca we’re dedicated to being a Great Place to Work. Where you are empowered to push the boundaries of science and unleash your entrepreneurial spirit. There’s no better place to make a difference to medicine, patients and society. An inclusive culture that champions diversity and collaboration, and always committed to lifelong learning, growth and development. We’re on an exciting journey to pioneer the future of healthcare.