Deep Learning Engineer for Medical Imaging at QuantCo

Europe

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Medical ImagingIndustries

Requirements

Candidates must possess an advanced degree, such as a PhD, PostDoc, or MSc, in computer science, computer vision, medical imaging, or a related field. They should have experience developing deep learning methods specifically for medical imaging data and demonstrated proficiency in working with various medical imaging modalities like MRI, CT, and Ultrasound. Strong programming skills in Python and experience with deep learning frameworks such as PyTorch are also required.

Responsibilities

As a Deep Learning Engineer for Medical Imaging at QuantCo, you will collaborate on a range of medical imaging projects, applying your expertise to tasks including registration, denoising, segmentation, and 3D scene reconstruction. You will contribute to optimizing MRI protocols, particularly focusing on diffusion imaging, to power algorithms that replace physical biopsies, and you will work within a team to push the boundaries of performance in these areas.

Skills

Python

PyTorch

Deep Learning

Medical Imaging

MRI

Ultrasound

Image Registration

Image Denoising

Image Segmentation

3D Scene Reconstruction

QuantCo

Data analytics for business decision-making

About QuantCo

QuantCo specializes in transforming data into actionable business decisions. The company offers specialized products such as algorithmic pricing, data-driven claims management, and high-dimensional forecasting solutions. These products help businesses optimize operations, set optimal prices, manage insurance claims efficiently, and predict future trends accurately. QuantCo differentiates itself from competitors by combining advanced data expertise with practical business knowledge, thanks to a diverse team of over 100 experts in economics, data science, software engineering, and machine learning. The goal of QuantCo is to create significant economic impacts for its clients, which include large organizations in financial services, retail, industrial, and healthcare sectors, by providing tailored solutions that enhance decision-making and drive revenue.

Berlin, GermanyHeadquarters

2017Year Founded

VENTURE_UNKNOWNCompany Stage

Data & Analytics, AI & Machine Learning, Financial ServicesIndustries

51-200Employees

Benefits

Stock Options

Relocation Assistance

Hybrid Work Options

Risks

Emerging AI startups offering cheaper solutions threaten QuantCo's market share.

Rapid AI advancements may require QuantCo to invest heavily in R&D.

Data privacy regulations like the EU's AI Act could increase compliance costs.

Differentiation

Founded by Harvard and Stanford PhDs, QuantCo boasts a highly educated team.

QuantCo offers specialized products like algorithmic pricing and high-dimensional forecasting.

The company serves major financial, retail, industrial, and healthcare organizations globally.

Upsides

Rising demand for algorithmic pricing in retail boosts QuantCo's market potential.

Predictive modeling for supply chain optimization is gaining traction in the industrial sector.

Increased investment in forecasting tools by financial institutions enhances QuantCo's opportunities.

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