Internship - Data Scientist

Lombard Odier Group; Genf; Vor Ort; CHF 30.000 - 40.000; Vollzeit

Zusammenfassung

Lombard Odier Group in Geneva is looking for an intern for the position of Data Scientist. The role focuses on defining and implementing a monitoring framework for AI Copilot agents, assessing response quality, performance, user adoption, and cost efficiency in an inclusive work environment.

The ideal candidate should have skills in AI, data analysis, and possess strong organizational abilities. This internship provides an opportunity to work with diverse teams and contribute to innovative projects.

Qualifikationen

• Specialization in AI, LLMs, and production deployment challenges.
• Comfortable with data analysis and technical environments.
• Strong organizational skills, autonomy, and critical thinking.

Aufgaben

• Contribute to defining a monitoring framework for AI Copilot agents.
• Implement evaluation mechanisms for response quality.
• Monitor performance and stability of agents.
• Track user adoption and analyze user journeys.
• Optimize usage costs and monitor inference costs.

Kenntnisse

AI and LLM specialization

Data analysis

Technical environments

Organizational skills

Autonomy

Critical thinking

Jobbeschreibung

Internship - Data Scientist

As part of the deployment of AI Copilot agents, we are looking to structure a monitoring framework to effectively manage their performance, quality, and adoption, while keeping associated costs under control.

YOUR ROLE

The intern will contribute to the definition and implementation of a monitoring framework covering:

• Response quality: defining metrics (accuracy, relevance, hallucination rate), and implementing (automated) evaluation mechanisms
• Performance and stability: monitoring response times, error rates, availability, and robustness of agents
• User adoption: tracking usage, analyzing user journeys, measuring satisfaction (feedback, NPS, reuse rate)
• Costs and FINOps: monitoring inference and usage costs, optimizing the value‑to‑cost ratio

Development environment and industrialization

Tasks include:

• Contributing to the structuring of a standardized Sandbox environment in collaboration with IT Infrastructure teams
• Implementing resource variability (Outlook, SharePoint, Teams, etc.) to facilitate production deployment
• Writing recommendations and best practices for integration, deployment, and industrialization of agents
• Establishing a structured framework (metrics, dashboards, standards)
• Providing recommendations on architecture, processes, and development environment
• Producing a first version of the monitoring solution (e.g., dashboards or automated reporting)
• Creating guidelines for setup, configuration, and resource variability

YOUR PROFILE

• Specialization in AI, LLMs, and production deployment challenges
• Comfortable with data analysis and technical environments
• Strong organizational skills, autonomy, and critical thinking

Diversity, Equity and Inclusion

As a responsible and supportive employer, we promote a diverse and inclusive work environment. Diversity, Equity and Inclusion are woven into the fabric of our organization, and we actively embed them in our business strategy.