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formationbio
Страна
США
Зарплата
163 000 $ – 214 000 $
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SeniorГибридПолная занятость

Senior Data Scientist, Medical Imaging

Оценка ИИ

Исключительная вакансия в высокотехнологичном секторе AI-Pharma с поддержкой топовых инвесторов (Sequoia, a16z). Предлагает конкурентную зарплату, работу над социально значимыми продуктами и возможность влиять на индустрию разработки лекарств.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Высокая сложность обусловлена требованием степени PhD и более 5 лет узкоспециализированного опыта в медицинских изображениях (MRI, X-ray) в индустрии. Роль требует глубоких знаний как в Deep Learning, так и в регуляторных стандартах FDA.

Анализ зарплаты

Медиана185 000 $
Рынок160 000 $ – 220 000 $
Оценка ИИ

Предлагаемый диапазон $163k - $214k полностью соответствует рыночным стандартам для Senior Data Scientist в сфере Biotech в таких хабах, как Нью-Йорк и Бостон. Верхняя граница диапазона является весьма привлекательной даже для опытных специалистов со степенью PhD.

Сопроводительное письмо

I am writing to express my strong interest in the Senior Data Scientist, Medical Imaging position at Formation Bio. With a PhD focused on medical imaging and over five years of industry experience developing production-grade AI models, I have a proven track record of leveraging computer vision to solve complex clinical challenges. My expertise in PyTorch, deep learning architectures like Vision Transformers, and hands-on experience with MRI and X-ray modalities aligns perfectly with your mission to revolutionize drug development.

Throughout my career, I have successfully translated medical insights into technical solutions by collaborating closely with radiologists and clinical teams. I am particularly drawn to Formation Bio's tech-driven approach to pharma and your commitment to overcoming the bottlenecks in clinical trials. I am eager to bring my skills in longitudinal image analysis and AI-based biomarker development to your team to help bring new medicines to patients faster and more efficiently.

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Откликнитесь в formationbio уже сейчас

Присоединяйтесь к Formation Bio, чтобы внедрять инновации в области медицинского ИИ и ускорять разработку жизненно важных лекарств.

Описание вакансии

About Formation Bio

*Formation Bio is a tech and AI driven pharma company differentiated by radically more efficient drug development.*

Advancements in AI and drug discovery are creating more candidate drugs than the industry can progress because of the high cost and time of clinical trials. Recognizing that this development bottleneck may ultimately limit the number of new medicines that can reach patients, Formation Bio, founded in 2016 as TrialSpark Inc., has built technology platforms, processes, and capabilities to accelerate all aspects of drug development and clinical trials. Formation Bio partners, acquires, or in-licenses drugs from pharma companies, research organizations, and biotechs to develop programs past clinical proof of concept and beyond, ultimately helping to bring new medicines to patients. The company is backed by investors across pharma and tech, including a16z, Sequoia, Sanofi, Thrive Capital, Sam Altman, John Doerr, Spark Capital, SV Angel Growth, and others.

You can read more at the following links:

At Formation Bio, our values are the driving force behind our mission to revolutionize the pharma industry. Every team and individual at the company shares these same values, and every team and individual plays a key part in our mission to bring new treatments to patients faster and more efficiently.

About the Position

As a Senior Data Scientist - Medical Imaging at Formation Bio, you will lead our efforts to integrate advanced imaging analytics and AI into our drug development pipeline. In this role, you'll pioneer the application of computer vision and deep learning to medical imaging data (MRI, X-ray, CT, PET) to accelerate clinical trials and improve patient outcomes. You'll develop state-of-the-art models for automated image analysis, disease progression monitoring, and treatment response assessment. Working closely with clinical teams, radiologists, and drug development experts, you'll translate complex imaging data into actionable insights that drive key decisions across our portfolio. This position offers a unique opportunity to revolutionize how medical imaging is leveraged in pharmaceutical development while directly impacting patient care.

Responsibilities

  • Lead the development of advanced deep learning models for medical image analysis, focusing on MRI and X-ray modalities for clinical trial applications
  • Design and implement automated image processing pipelines for disease detection, segmentation, and quantification across multiple therapeutic areas
  • Create innovative approaches for longitudinal image analysis to track disease progression and treatment efficacy in clinical trials, incl. AI-based biomarkers and surrogate endpoints
  • Collaborate with clinical operations to integrate imaging AI solutions into trial protocols and workflows
  • Partner with regulatory teams to ensure imaging biomarkers and AI models meet FDA standards for clinical trial endpoints
  • Build scalable infrastructure for processing and analyzing large-scale medical imaging datasets from multi-site clinical trials
  • Present imaging insights and model performance to executive leadership and external partners

About You

Required Qualifications

  • PhD in Computer Science, Biomedical Engineering, Medical Physics, or related field with focus on medical imaging
  • 5+ years of post-PhD industry experience developing production-grade AI models for medical imaging applications
  • Deep expertise in computer vision and deep learning architectures (CNNs, U-Net, Vision Transformers) for medical image analysis
  • Proven track record with MRI and X-ray image analysis, including hands-on experience with DICOM standards and medical imaging software
  • Strong programming skills in Python with expertise in PyTorch/TensorFlow and medical imaging libraries
  • Demonstrated ability to collaborate with radiologists and clinical teams to translate medical insights into technical solutions
  • Strong communication skills with proven ability to present complex imaging analytics to diverse stakeholders

Preferred Qualifications

  • Experience with regulatory submissions involving imaging endpoints or AI-based image analysis tools
  • Experience with multi-modal imaging fusion and analysis (combining MRI, CT, PET data)
  • Knowledge of clinical trial design and experience with imaging core lab operations
  • Experience with federated learning or privacy-preserving techniques for medical imaging
  • Understanding of radiomics and quantitative imaging biomarker development
  • Experience with 3D image reconstruction and volumetric analysis

Formation Bio is prioritizing hiring in key hubs, primarily the New York City and Boston metro areas. Please only apply if you reside in these locations or are willing to relocate.

Compensation:

The target salary range for this role is: $163,000 - $214,000

Salary ranges are informed by a number of factors including geographic location. The range provided includes base salary only. In addition to base salary, we offer equity, comprehensive benefits, generous perks, hybrid flexibility, and more. If this range doesn't match your expectations, please still apply because we may have something else for you.

You will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.


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Навыки

  • Python
  • PyTorch
  • TensorFlow
  • Computer Vision
  • Deep Learning
  • Medical Imaging
  • MRI
  • X-Ray
  • CNN
  • U-Net
  • Vision Transformers
  • DICOM
  • Image Segmentation

Возможные вопросы на собеседовании

Проверка технической экспертизы в специфической для роли области.

Расскажите о вашем опыте работы с DICOM-данными и специфических проблемах предобработки медицинских изображений, с которыми вы сталкивались.

Оценка способности кандидата создавать решения, пригодные для клинических испытаний.

Как бы вы подошли к разработке и валидации ИИ-биомаркера для оценки эффективности лечения в рамках клинического исследования?

Проверка навыков междисциплинарного взаимодействия.

Опишите случай, когда вам нужно было перевести клиническое требование радиолога в техническую спецификацию для модели машинного обучения.

Оценка знаний в области современных архитектур.

В каких случаях при анализе 3D-медицинских изображений вы бы предпочли Vision Transformers классическим 3D U-Net?

Проверка понимания регуляторной среды.

Каковы основные сложности при подготовке алгоритмов компьютерного зрения для прохождения сертификации FDA в качестве конечных точек клинических исследований?

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formationbio
Страна
США
Зарплата
163 000 $ – 214 000 $