Industrial PhD position

3 weeks ago


Gothenburg, Sweden AstraZeneca Full time

Are you ready to take the next step in your career and make a real impact in the field of data-driven life science? We are offering an exciting opportunity as an Industrial PhD student to work on a project that applies machine learning to improve diagnostic and reporting workflow processes in clinical kidney pathology. This project is a collaboration between AstraZeneca, Royal Institute of Technology (KTH), and Karolinska Institutet, financed by Data-Driven Life Science (DDLS). The successful candidate will also be part of the DDLS Research School. You will be supported by Magnus Söderberg (Senior Director, Cardiovascular Renal Metabolism Pathology) at AstraZeneca as well as receive academic mentorship and guidance from Kevin Smith (Associate Professor) at KTH. The position will be based at KTH in Stockholm, Sweden .

Accountabilities

As part of this role, you will be responsible for integrating multiple types of data, mainly histopathology digital images and diagnostic pathology text. You will build models to automatically generate text from image data, and vice versa. You will explore optimal ways to integrate the generated models into regular clinical and industrial pathology workflows. You will also summarize findings in manuscripts to be presented at high impact international conferences and scientific journals.

Essential Requirements

Masters degree in a subject relevant to the project

A strong background in mathematics

Knowledge of machine learning

Experience with natural language processing (NLP) and computer vision (CV)

Ability to work in a Linux console environment

Proficiency in PyTorch, TensorFlow, or Jax

To be successful in this role, it is of key importance to demonstrate a high level of independence in the pursuit of your work. You need to have excellent collaborative skills, a highly professional approach and also well-developed abilities to analyse and work with complex issues.
 

Desired Qualifications

Experience of application of machine learning in a life science context

So what’s next?

We welcome your application no later than May 24 2024 . We will review applications on a regular basis so please apply as soon as possible.

Are you ready to join a team that's pushing the boundaries of science to deliver life-changing medicines? If your passion is science and you want to be part of a team that makes a bigger impact on patients' lives, then there's no better place to be. Apply today

Date Posted

26-apr.-2024

Closing Date

23-maj-2024Our mission is to build an inclusive and equitable environment. We want people to feel they belong at AstraZeneca and Alexion, starting with our recruitment process. We welcome and consider applications from all qualified candidates, regardless of characteristics. We offer reasonable adjustments/accommodations to help all candidates to perform at their best. If you have a need for any adjustments/accommodations, please complete the section in the application form.

  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The PhD student will work in the EU project GreenTurn that focuses on sustainable e-commerce and returns. The PhD student will be part of the Urban Freight Platform funded by the Volvo Research and Educational Foundations which offers many collaboration and networking opportunities with top researchers worldwide. Chalmers University of Technology is well...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The research group of Dr. Arion Pons at the Department of Mechanics and Maritime Sciences is delighted to announce a funded PhD student position on the biomathematics/biomechanics of insect flight. This PhD position offers you the opportunity: › to join an inclusive and creative research team; › contribute to an interdisciplinary research programme...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    We are offering a four-year PhD position to an ambitious candidate who is interested in working on alternative proteins, evaluating and enhancing their functionality and structuring them to a new generation of hybrid products via emerging technologies such as extrusion and 3D printing. Project description A shift toward production and consumption of foods...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This position provides the opportunity to deep-dive into research at the crossroad of the vibrant fields of transition studies, industrial dynamics, climate change, sustainable development and physics. The position will give you the opportunity to work with experienced scholars and get access to networks stretching across academia and industry in an area at...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This PhD student position offers you the opportunity to work in an interdisciplinary environment, train yourself with different support, to become an expert in materials design and synthesis, and helps you to grow as an independent researcher in battery field. Project description The lithium-ion battery is the dominant rechargeable energy storage devices....


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    A PhD student position is available in the research group of Christian Müller at the Department of of Chalmers University of Technology. We are looking for a highly motivated PhD student who will develop new material concepts for organic solar cells. The project is funded by the Swedish Research Council. You will work closely with several PhD students and...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Are you the PhD candidate who wants to contribute to new knowledge and solutions on the future design requirements of crashworthy ship structures for commercial ships powered by small modular reactors? Information about the research project Design of crashworthy ship structures is a research discipline within marine structural engineering that has again...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Are you passionate about pushing the frontiers of machine learning, computer vision, and their applications in medical imaging? Join the Computer Vision Group as a PhD student specializing in geometric deep learning. Project description This PhD position offers an opportunity to delve into the area of geometric deep learning within the broader landscape...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Within the framework of the new national competence center NEXT, we are looking for a PhD student focused on developing methods based on synchrotron and laboratory X-ray diffraction for real-time in situ studies of thin films and coatings. You will be a part of a large cross-organizational environment focused on the use of X-rays and neutrons for the study...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    For this Ph.D. position you will gain a broad understanding ranging from propulsion and the use of new fuels to aircraft performance and its operation. You then apply your knowledge to minimize future climate impact from aviation. Information about the division and the department at Chalmers conduct fundamental and applied research in all modes of...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The successful candidate will work in a novel and very intensive field of liquid crystal research, and will be challenged to explore the physics and the application potential of a new type of liquid crystal – the ferroelectric nematic. Project description The simplest form of liquid crystal – nematic – is a non-polar orientationally ordered...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Are you passionate about pushing the frontiers of machine learning, computer vision, and their applications in medical imaging? Join the Computer Vision Group as a PhD student specializing in deep generative modeling for medical image analysis. Project description This PhD position offers an opportunity to delve into the area of deep generative modeling...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The Wittung-Stafshede research group is looking for a PhD student to explore newly-discovered catalytic activity of amyloid fibers. Major focus will be on alpha-synuclein involved in Parkinson's disease. The project will involve purified proteins, cell cultures, metabolomics, spectroscopy, microscopy, various biochemical assays and more. The successful...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This post-doc position is an opportunity for an independent and curious person. You are interested in microbial communities in the environment and in engineered systems such as fish farms. Although you will focus on research, the position is also an opportunity to participate in teaching and interact with students at both the undergraduate and master level....


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    SUSWEED aims at releasing the potential of Swedish seaweed as a future sustainable food source. You will be part of creating new circular seaweed cultivation systems, and subsequently, in the design of new processing sequences securing high-quality seaweed products. Information about the division and the department The (FNS) is one of four research...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The postdoc position is offered in a research group which has a long tradition of developing CFD models to understand the coupling between flow field, mass- and heat transport, reaction, turbulence, and multiphase flow in chemical processes. The project focuses on developing CFD models to understand key phenomena in chemical reactors and obtain improved...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This project is interfaces between industry, Swedish safety authorities, and the university. It exemplifies how atomistic 1st principles studies contribute complementary insight to field studies and experiments characterized by for example atom probe tomography or microscopy. It will give you unique insight into the nuclear energy sector. You will find a...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Chalmers University is offering a one-year research position in a project related to develop CO2 capture technologies for a broad range of industry. The project is highly interdisciplinar and consists of a collaboration between the Departments of Mechanics and Maritime Sciences, Departments of Chemistry and Chemical Engineering and Technology Management and...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Embark on a journey of research and innovation in the dynamic realm of cyber security research, as a PhD student in the prestigious Wallenberg WASP research initiative. Delve into a cutting-edge project focused on secure data sharing and privacy-preserving mechanisms, where you'll have the opportunity to contribute with research in cyber security. You'll...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    We offer a position at a leading technical university that generates knowledge and skills for a sustainable future. You will have engaged and ambitious colleagues from both industry and academia, along with a creative, international and dynamic working environment. Project description The quantum network is anticipated to surpass the classical network in...