End of Study Internship Sentiment and Event Detetction

Overview

Carbon Insights is a data intelligence company dedicated to decoding the EU carbon markets. We build analytical engines, predictive systems, and decision-support tools that help companies navigate volatility in the carbon markets. Our interns join real R&D pipelines and contribute directly to production-facing tools that power carbon market intelligence.

Duration

4–6 months

Your Mission

• Help build an automated AI engine capable of:
• Detecting news, policy updates, REMIT outage events, and sentiment signals that influence carbon price drawdowns.
• Parsing and classifying this information in real time using advanced NLP techniques and LLM-based classification.
• Linking events to market movements to identify abnormal reactions, market inefficiencies, and risk spikes.
• Generating alert signals, risk scores, and dashboard-ready outputs for internal and external clients.

Responsibilities

• Build NLP pipeline for sentiment and event classification.
• Integrate with REMIT Transparency Data platforms for Asset Market Unavailabilities.
• Detect exceptional events, align them to price moves and evaluate probability and risk.
• Deliver outputs such as alert signals, event summaries, and dashboard-ready insights for analysts and clients.
• Ensure the final system is production-ready and deployable, with clean code, modular components, and reproducible workflows.

Skills

• Python for data handling and modeling (Pandas, NumPy, Scikit-learn, PyTorch)
• NLP & LLM frameworks (Hugging Face, Transformers, LangChain, prompt engineering)
• Event & time-series analysis (market alignment, lag analysis, anomaly detection)
• Model development & deployment (training, evaluation, reproducible pipelines)
• Cloud & DevOps fundamentals (Docker, AWS, CI/CD concepts)

Why join us

• Real impact from day one. Your work directly strengthens the intelligence engine behind EU carbon market analytics.
• A fast-moving climate-tech environment. Join a team operating where technology, markets, and climate policy intersect.
• Strong mentorship and growth. Engineers, data scientists, and market analysts will support your learning and help you refine your portfolio.
• A launchpad for your career. Outstanding interns may transition into part-time or full-time roles, research collaborations, or extended projects.