Data Scientist

Diagnoly SAS; Lyon; Sur place; EUR 55 000 - 90 000; Plein temps

Résumé du poste

Diagnoly SAS in Lyon, France, is building an intelligent plug-in for obstetric ultrasound to help detect complex fetal pathologies in real time.

We seek a Computer Scientist / ML engineer capable of developing numerical algorithms, implementing deep learning models, and optimizing code for performance on medical imaging tasks.

You will join a small startup team, available within 3 months, and contribute to deploying a proven algorithm in a medical study.

Qualifications

• Excellent knowledge of applied mathematics, numerical optimization and 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.

Responsabilités

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

Connaissances

Applied mathematics

Numerical optimization

Python

Image processing

Convolutional Deep Learning

Outils

TensorFlow

Keras

PyTorch

Description du poste

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,