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深睿医疗Deepwise Tech Stack

AI medical imaging diagnostic system for hospitals and imaging centers

Technology, Information and Internet 北京市, 北京 201–500 employees Founded 2017 Partnership

Deepwise builds AI-powered diagnostic tools for medical imaging, sourcing from deep learning research originating at Peking University. The tech stack (Python, TensorFlow, PyTorch, Keras) reflects a research-heavy ML organization, but hiring pressure reveals tension between product ambition and execution: 11 sales roles against 4 research and 1 engineering hire suggests sales is outpacing engineering capacity to scale the platform. Sales-focused hiring mix and documented pain around meeting targets and expanding into new institutions signal a growth-stage company shifting from R&D-led to revenue-driven.

Tech Stack 18 technologies

Core StackPython pandas NumPy Linux TensorFlow PyTorch Java MySQL Redis Axure RP Moqups Caffe Keras Spring Boot MyBatis Spring Cloud Dubbo Visio

What 深睿医疗Deepwise Is Building

◆Challenges

Expanding into new medical institutions
Meeting sales targets
Locating business development problems

▲Active Projects

Deepwise lab image work
Expanding new projects with existing partners
Clinical case and medical imaging data analysis and integration
Machine learning training database construction
Medical imaging algorithm implementation
Medical imaging and registration product development
Ai medical product competitive analysis
Product planning and implementation

Hiring Activity

Minimal20 roles · 2 in 30d

Department

Sales

11

Research

4

Product

3

Engineering

1

Seniority

Manager

11

Intern

5

Mid

2

Senior

1

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About 深睿医疗Deepwise

Deepwise provides AI-assisted diagnostic systems for medical imaging, targeting hospitals, imaging centers, and health examination facilities across China. The platform applies deep learning to image analysis for early disease screening and diagnostic precision. Founded in 2017 as a Zhongguancun high-tech enterprise, the company is rooted in Peking University's AI research center and maintains partnerships with leading medical institutions. Current operations span headquarters in Beijing's Haidian District and a subsidiary in Hangzhou's AI town. The company positions its offering as infrastructure to support hierarchical medical care and remote image review, extending diagnostic expertise to lower-tier medical facilities.

Headquarters北京市, 北京

Company Size201–500 employees

Founded2017

Hiring MarketsChina

Frequently Asked Questions

What machine learning frameworks does Deepwise use?

TensorFlow, PyTorch, and Keras. The stack also includes Caffe, supporting both research prototyping and production inference across medical imaging workflows.