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Viridien

Geoscience solutions for natural resources

Data Scientist

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeLlandudno, UK

About the Job

Requirements

  • A background in data science or a related field is required.
  • Proficiency in at least one programming language, ideally Python, and experience with common machine-learning libraries are required.
  • Experience with hybrid machine-learning workflows, including traditional machine learning, large language models, embeddings, ontologies, and knowledge graphs, is required.
  • Comfort working with relational, NoSQL, and graph databases is required.
  • Data-processing skills, including cleaning, filtering, and feature extraction, are required.
  • A master's degree is preferred.
  • Clear communication, collaboration, and presentation skills are required.

Responsibilities

  • Develop systematic data-transformation modules to gather, clean, validate, and structure raw datasets.
  • Collaborate with subject matter experts and the labeling team to understand domain knowledge and requirements.
  • Provide tools, solutions, and continuous technical feedback to subject matter experts and the labeling team to improve annotation workflows.
  • Build scalable, reusable data-processing solutions and maintain version control using GitLab.
  • Troubleshoot and diagnose data issues, proactively flagging inconsistencies or risks.
  • Maintain understanding of the Data Hub technology stack and data schemas, and stay current with emerging technologies, models, and research.
  • Contribute to data integration, feature design, and machine-learning initiatives.
  • Design and run experiments, iterate based on results, and document and share learnings with the team.
  • Use pretrained machine-learning models and train or fine-tune models on internal datasets with appropriate evaluation and validation.
  • Communicate with team members, the team lead, and cross-functional partners in production and technology to ensure alignment and transparency.

About the Company

Viridien

Geoscience solutions for natural resources

Viridien offers geoscience solutions for complex natural resource, environmental, and infrastructure challenges. Its work centers on interpreting and integrating geological and geophysical data to understand subsurface conditions and hazards. By combining data collection, imaging, and modeling, Viridien helps clients make informed decisions about exploration, resource development, environmental management, and infrastructure planning. The company differentiates itself through a broad spectrum of geoscience services across resources, environment, and infrastructure, enabling a single partner to tackle multi-domain problems. The goal is to provide accurate subsurface insights that reduce risk, optimize project outcomes, and support sustainable development.

Company size
1,001-5,000
Company stage
IPO
Headquarters
Massy, France
Founded
1931

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