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- Aufgaben: Join us to innovate in medical imaging and tackle exciting projects in deep learning.
- Arbeitgeber: Virdx, part of QuantCo, is revolutionizing cancer detection with cutting-edge AI technology.
- Mitarbeitervorteile: Collaborate with top experts and enjoy a diverse, supportive team culture.
- Warum dieser Job: Make a real impact on healthcare by replacing invasive procedures with advanced imaging solutions.
- Gewünschte Qualifikationen: Advanced degree in computer science or related field; experience in medical imaging and deep learning required.
- Andere Informationen: Work with pioneers from leading tech companies and contribute to groundbreaking medical advancements.
Das voraussichtliche Gehalt liegt zwischen 48000 - 84000 € pro Jahr.
Background: Virdx – the virtual diagnostics unit of QuantCo – is making non-invasive, dignified, and actionable tissue characterization for cancer detection and treatment a reality. Starting with prostate cancer – the most frequent and second most deadly cancer in men in the USA – Virdx is changing the paradigm for medical artificial intelligence. Virdx intends to replace the biopsy procedure with an imaging-based alternative that is free of side effects: An in vivo microscope for virtual biopsy procedures. In doing so, Virdx is solving a broad range of high-profile challenges in the fields of magnetic resonance physics, machine learning, and software engineering.
Help us change medicine: Virdx aims to deliver fundamental changes to the way cancer is assessed. In its R&D effort, Virdx builds upon the principle of “novel data for novel algorithms.” This means that Virdx is optimizing MRI protocols, with a particular emphasis on diffusion imaging, to power algorithms that can fully replace physical biopsies.
Your role: As a deep learning medical imaging specialist in Virdx, you will work with the team on a range of varied and ongoing medical imaging projects. You will apply your expertise to push the boundaries on performance in tasks such as registration, denoising, segmentation, and 3D scene reconstruction.
Core Requirements:
- Advanced degree (PhD, PostDoc, or MSc) in computer science, computer vision, medical imaging, or related field
- Experience developing deep learning methods for medical imaging data
- Experience working with MRI, CT, Ultrasound, or other relevant medical imaging data types
- Strong programming skills in Python and experience with deep learning frameworks (i.e. PyTorch)
What We Offer: You will be part of a smart, supportive, and diverse team that embraces different viewpoints and ideas, revels in finding novel solutions to challenging problems, values our clients and user base, and strives to deliver impactful and cutting-edge solutions. You will learn from and collaborate with highly skilled colleagues, former academic researchers, competitive programmers, and pioneers of groundbreaking products from companies like Google, Meta, Tesla, and Amazon.
About QuantCo: At QuantCo, we leverage expertise in data science, engineering, and economics to help organizations turn data into decisions. Started by 4 PhDs from Harvard and Stanford, we are now more than 180 professionals with extensive quantitative, engineering, and business experience. We are globally distributed with offices in Berlin, Boston, Cologne, Karlsruhe, London, Munich, San Francisco, and Zurich. Our solutions include algorithmic pricing, data-driven claims management, and high-dimensional forecasting systems. Our customers include some of the largest financial, retail, and healthcare organizations in the US and Europe. We impact core business processes and decisions by combining advanced data-driven insights with scalable engineering solutions.
We are excited about writing mission-critical code that affects millions of people and impacts billions of dollars. If you feel the same way, we look forward to hearing from you.
QuantCo does not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.
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Deep Learning Engineer for Medical Imaging Arbeitgeber: QuantCo, Inc.
Kontaktperson:
QuantCo, Inc. HR Team
StudySmarter Bewerbungstipps 🤫
So bekommst du den Job: Deep Learning Engineer for Medical Imaging
✨Tip Number 1
Familiarize yourself with the latest advancements in medical imaging, particularly in MRI and deep learning techniques. This knowledge will not only help you during interviews but also demonstrate your genuine interest in the field.
✨Tip Number 2
Engage with the medical imaging community by attending relevant conferences or webinars. Networking with professionals in the field can provide valuable insights and potentially lead to referrals.
✨Tip Number 3
Showcase any personal projects or research related to deep learning and medical imaging on platforms like GitHub. This practical demonstration of your skills can set you apart from other candidates.
✨Tip Number 4
Prepare to discuss specific challenges you've faced in previous projects involving medical imaging. Highlighting your problem-solving abilities and technical expertise will resonate well with the hiring team at Virdx.
Diese Fähigkeiten machen dich zur top Bewerber*in für die Stelle: Deep Learning Engineer for Medical Imaging
Tipps für deine Bewerbung 🫡
Understand the Role: Make sure to thoroughly read the job description for the Deep Learning Engineer position at Virdx. Understand the core requirements and responsibilities, especially the emphasis on medical imaging and deep learning methods.
Highlight Relevant Experience: In your CV and cover letter, emphasize your experience with MRI, CT, or Ultrasound data, as well as any projects involving deep learning frameworks like PyTorch. Be specific about your contributions and the impact of your work.
Showcase Your Skills: Detail your programming skills in Python and any relevant projects that demonstrate your expertise in medical imaging. Include examples of tasks such as registration, denoising, segmentation, and 3D scene reconstruction.
Tailor Your Application: Customize your application materials to reflect Virdx's mission of changing cancer assessment through innovative technology. Express your enthusiasm for working in a diverse team and contributing to impactful solutions in healthcare.
Wie du dich auf ein Vorstellungsgespräch bei QuantCo, Inc. vorbereitest
✨Showcase Your Technical Expertise
Be prepared to discuss your experience with deep learning methods specifically for medical imaging. Highlight any projects where you've worked with MRI, CT, or Ultrasound data, and be ready to explain the algorithms you used and the results you achieved.
✨Demonstrate Problem-Solving Skills
Virdx is focused on solving complex challenges in medical imaging. Prepare examples of how you've approached difficult problems in your past work, particularly in areas like registration, denoising, or segmentation. This will show your ability to think critically and innovate.
✨Familiarize Yourself with Their Mission
Understand Virdx's goal of replacing biopsy procedures with imaging-based alternatives. Be ready to discuss how your skills and experiences align with their mission to change cancer assessment and treatment, and express your enthusiasm for contributing to this important work.
✨Prepare for Technical Questions
Expect technical questions related to Python programming and deep learning frameworks like PyTorch. Brush up on your coding skills and be ready to solve problems on the spot, as this will demonstrate your proficiency and readiness for the role.
