Data Scientist

Diagnoly; Lyon; Hybrid; EUR 55,000 - 85,000; Full time

Job summary

Diagnoly, an early-stage DeepTech startup in Lyon, France, is seeking a Computer Scientist to join a project bridging applied mathematics, deep learning, and medical imaging.

You will build numerical algorithms, optimize Python code, and contribute to deploying a proven algorithm in a real medical study, with a focus on fast, reliable inference on ultrasound data.

Qualifications

• Expertise in applied mathematics and numerical optimization.
• Strong Python programming skills.
• Experience with code optimization and acceleration.
• Knowledge of image processing and convolutional deep learning.
• Familiarity with TensorFlow, Keras or PyTorch.
• Availability to start within the next 3 months.

Responsibilities

• Build numerical algorithms of applied mathematics and deep learning.
• Participate in a medical study with a proven algorithm and deployment.

Skills

Applied mathematics

Numerical optimization

Python

Code optimization

Image processing

Convolutional deep learning

TensorFlow/Keras/PyTorch

Job description

Diagnoly is an early-stage DeepTech start-up headquartered in Lyon, France. Our aim is to improve fetal screening and simplify decision making during obstetric ultrasound. To do so, we develop an intelligent medical plug-in device connected to ultrasound systems. Analyzing the fetal examination in real time, our product will help doctors to detect the most complex fetal pathologies prenatally.

Increasing significantly prenatal detection rate of fetal pathologies, our product will reduce the risk of unnecessary medical interventions, lifelong disabilities, handicap or lethal outcomes.

Your missions

• Build numerical algorithms of applied mathematics & deep learning,
• Participate in a medical study with a proven algorithm and deployment

Required

• Excellent knowledge of applied mathematics, numerical optimization and mathematical/numerical algorithms
• Excellent knowledge of Python
• Excellent knowledge of code optimization and acceleration
• Knowledge of image processing and Convolutional Deep Learning
• Knowledge of Tensorflow or Keras or PyTorch or other
• Availability: within the next 3 months

Preferred

• Startup experience or Project management experience
• Knowledge of an industrial code development (code standards)

So, if you are

• an innovative and creative Computer Scientist,
• someone for whom a word “problem” means “opportunity”
• curious and like to find solutions to original problems,
• independent but know how to work in a team,