Junior Data Scientist

About the role

We are looking for a Data Scientist to join our Applied AI team. This is a hands-on, generalist role working across Arcadia’s core ML and AI workstreams: utility data extraction, consumption forecasting, and agent-powered production workflows. You will work directly with senior data scientists and engineering to build, evaluate, and ship models that drive meaningful impact on central business operations.

What you'll do

• Develop and extend production ML models for utility bill data extraction, including classifier and routing logic, LLM extraction prompts
• Build and iterate on forecasting models for operational use cases: predicting bill availability, estimating utility spend, and surfacing prioritization signals
• Contribute to audit and anomaly detection work—analyzing flagged bills, quantifying error rates, and helping tune tolerance thresholds
• Participate in offline experimentation and champion/challenger evaluations; document results clearly and compellingly to guide business decisions
• Work with data teams and subject matter experts to source, understand, and validate data; surface data quality issues proactively

What you need

• Machine learning
• Python
• SQL
• LLMs
• Pandas
• Scikit-learn

Good to have

• NLP
• NumPy
• Dashboarding