Staff Data Scientist

Vestiaire Collective; Paris; Sur place; EUR 60 000 - 90 000; Plein temps

Résumé du poste

A leading online marketplace for pre-loved fashion is seeking a Staff Data Scientist to innovate AI solutions for customer service. The ideal candidate will have extensive experience in data science and apply machine learning techniques to enhance product quality verification. This role offers competitive compensation and the chance to work in a diverse, global team with substantial growth opportunities.

Prestations

Competitive compensation

Career-defining work opportunities

Significant investment in learning and growth

Qualifications

• 6 years of experience in data science or AI development.
• Expertise in applied AI/ML with focus on NLP and computer vision.
• Proficiency in Python with relevant libraries.

Responsabilités

• Design and implement AI/ML models for product quality detection.
• Collaborate with teams to integrate AI into workflows.
• Mentor junior data scientists and communicate findings.

Connaissances

NLP expertise

Computer vision

Problem-solving

Python programming

Data visualization

Outils

TensorFlow

PyTorch

OpenCV

AWS

SQL

Description du poste

Vestiaire Collective is the leading global online marketplace for desirable pre-loved fashion. Our mission is to transform the fashion industry for a more sustainable future by empowering our community to promote the circular fashion movement. Vestiaire was founded in 2009 and is headquartered in Paris with offices in London Berlin New York Singapore Ho Chi Minh and Hong Kong and warehouses in Tourcoing (France) Crawley (UK) Hong Kong and New York.

We currently have a diverse global team of 700 employees representing more than 50 nationalities. Our values are Activism Transparency Dedication and Greatness and Collective. We are proud to be a BCorp.

About the role

We are seeking a highly skilled and experienced Staff Data Scientist to join our Operations And Customer Service department. You will be instrumental in building advanced chatbot services to automate customer queries and developing robust AI models for our curation team to verify product quality and authenticity based on customer descriptions and images. This role requires a strong blend of data science expertise machine learning development and a customer-centric mindset to drive significant improvements in efficiency and accuracy.

What you will do

• Design and own end-to-end AI / ML solutions for item quality and authenticity detection spanning :
• Image analysis (detecting marks defects wear size inconsistencies).
• Text and metadata understanding (brand sizing category anomalies).
• Counterfeit and fraud detection models
• Collaborate closely with the Curation team to define requirements integrate AI models into their workflow and provide insights to enhance their verification processes.
• Collect clean and preprocess large and diverse datasets (text images customer interactions) essential for training and evaluating AI models.
• Design develop and deploy AI-powered chatbot solutions to automate responses to common customer inquiries improving response times and customer satisfaction.
• Perform rigorous model evaluation A / B testing and continuous improvement of AI models and chatbot performance.
• Work with engineering teams to ensure seamless deployment and integration of AI models and chatbot services into our existing platforms.
• Research and stay updated on the latest advancements in AI machine learning deep learning NLP and computer vision to identify new opportunities and best practices.
• Mentor senior and mid-level data scientists raising the technical bar on modeling data quality and experimentation best practices
• Communicate complex technical concepts and findings to both technical and non-technical stakeholders.

Who you are

• 6 years of experience in data science machine learning engineering or AI development with a strong focus on NLP and computer vision applications.
• Deep expertise in applied AI / ML (computer vision NLP anomaly detection fraud / risk modeling).Experience in deploying and maintaining conversational AI systems.
• Proficiency in programming languages such as Python and experience with relevant libraries / frameworks (e.g. TensorFlow - PyTorch scikit-learn spaCy Hugging Face Transformers OpenCV).
• Deep understanding of machine learning algorithms statistical modeling and data manipulation techniques.
• Background in linguistics / NLP or multilingual datasets.
• Familiarity with translation quality evaluation metrics ( GEMBA BLEU COMET MQM) glossary consistency checks and text similarity.
• Experience with data visualization tools and communicating insights effectively.
• Strong problem-solving skills with the ability to tackle complex ambiguous problems.
• Ability to work independently and collaboratively in a fast-paced global team environment.
• Experience with cloud platforms (e.g. AWS GCP Azure) and MLOps practices is a plus.
• Familiarity with database technologies (SQL NoSQL).
• Excellent communication and interpersonal skills.
• Fluency in written and spoken English

Our Tech Stacks

• Deep Learning & ML frameworks & Libraries : PyTorch Tensorflow Scikit-learn OpenCVModel
• serving : Torchserve TFServing Triton Inference Server REST APIs gRPC
• Deployment : K8s

What we offer

A meaningful job with an impact on the way people consume fashion and promote sustainability

The opportunity to do career-defining work in a fast-growing French-born scale up

The possibility to work as part of a globally diverse team with more than 50 nationalities

Two days to help Project - reinforcing your activist journey and volunteer for an association

Significant investment in your learning and growth

Competitive compensation and benefits package

As full member of our entrepreneurial project you will be eligible to free shares

Vestiaire Collective is an equal opportunities employer

Be aware of scams

Vestiaire Collective only contacts candidates via official emails ending in @ or . We never use WhatsApp Telegram or similar apps for job offers nor will we ever request payments or banking details.

If you receive a suspicious message please report it to

Required Experience :

Staff IC

Key Skills

• Laboratory Experience,Bioinformatics,Biochemistry,Utility Locating,Assays,Research Experience,Next Generation Sequencing,Sensors,Signal Processing,Matlab,Research & Development,Molecular Biology

Employment Type : Full-Time

Experience : years

Vacancy : 1