Senior Computer Vision Scientist - Deploying Industrial ML

Spore.Bio; Paris; Hybride; EUR 70 000 - 110 000; Plein temps

Avantages offerts par ce poste

Budget for remote work equipment

Gymlib subscription

Premium health insurance (Alan in FR)

Swile card for meals (France)

Frequent team events and in-person Q4

Résumé du poste

Spore.Bio, a deeptech start-up, seeks a Senior Computer Vision Data Scientist to deploy and adapt CV models to real-world constraints in food, cosmetics, and pharmaceutics settings. You will own end-to-end data pipelines, work with microbiologists, and mentor junior team members in a fast-growing R&D context.

Join a team building a cutting-edge microbiology monitoring solution using advanced optical and deep-learning tech to detect contamination within seconds in factory environments.

Qualifications

• Master's degree or PhD in Data Science, Computer Science, Engineering, or a related field.
• Experience in Computer Vision and/or Deep Learning.
• Minimum 4+ years of professional experience with deployment to production.

Responsabilités

• Build a thorough understanding of the end-to-end data generation pipeline, from sample preparation to downstream processing.
• Deploy and adapt computer vision models to field constraints and production requirements.
• Plan data acquisition hand in hand with microbiologists by understanding deeply and taking field constraints into account
• Define and scope data acquisition needs to improve model training and generalization.
• Train, validate, and benchmark machine learning models; perform detailed error analysis to guide improvements.
• Identify bottlenecks and propose enhancements to data workflows to accelerate model development.
• Work in a multi-disciplinary environment, collaborating with R&D engineers, product managers, and clients.
• Mentor and guide junior team members, fostering technical growth and best practices.

Connaissances

Computer Vision

Deep Learning

Model deployment

Python

Cloud environments

Mentoring

FastAPI

Formation

Master's or PhD in Data Science / CS / Engineering

Outils

PyTorch

Vision Transformers

CycleGANs

pandas

FastAPI

AWS / GCP / Azure

Description du poste

Spore.Bio, a deeptech start-up, seeks a Senior Computer Vision Data Scientist to deploy and adapt CV models to real-world constraints in food, cosmetics, and pharmaceutics settings. You will own end-to-end data pipelines, work with microbiologists, and mentor junior team members in a fast-growing R&D context.

Join a team building a cutting-edge microbiology monitoring solution using advanced optical and deep-learning tech to detect contamination within seconds in factory environments.