Data Scientist Analyst - Secondaries & Primaries

Data Scientist - Secondaries & Primaries

This position offers a unique opportunity to immerse yourself in the fast-paced world of private equity, specifically within the innovative Secondaries and Primacies market. You will gain hands-on experience in applying data science and artificial intelligence techniques to real-world financial problems, contributing directly to the team's success.

Joining the Secondaries & Primacies team at Ardian, the Data Scientist will leverage analytical skills to support investment strategies and decision-making processes. You will be part of an already established fast-growing data science team entirely dedicated to the Secondaries & Primacies activity.

This role involves working closely with the investment team, applying data science methodologies to optimize investment models, analyze market trends, and enhance data-driven insights for the Secondaries and Primacies markets. You will work on both established datasets and the structuring of new data sources, in close collaboration with our data engineering team.

Current projects include, but are not limited to:

• Portfolio-level analytics: fund and company performance modeling, GP benchmarking through development of proprietary machine learning models
• AI integration into day-to-day team workflows, including pricing and other deal-related aspects
• Market intelligence: identifying trends in private equity markets
• Deal execution: data-driven screening of opportunities, valuation support
• Risk assessment: scenario modeling for fund investments
• Support responses to LP analytics and data-driven requests

Core Technical Skills

• Programming languages & technical stack (SQL, Python, R, GitHub, Databricks, Snowflake)
• Machine learning & AI (predictive modeling, generative AI, NLP) - Experience in developing AI tools and agentic workflows is advantageous
• Statistical analysis & econometrics
• Data visualization tools (e.g., Tableau, Power BI)

Business & Investment Skills

• Knowledge of the finance and private equity sector, with a desire to understand Secondaries and Primacies market dynamics
• Financial modeling & valuation
• Market analysis & competitive intelligence
• Understanding of investment processes (deal sourcing, due diligence, portfolio monitoring)
• Strong analytical and problem-solving skills

Soft Skills

• Highly motivated with the ability to work autonomously and in a team environment.
• Excellent communication skills with the ability to present complex technical concepts in a clear and concise manner.
• Stakeholder management (investment teams, investors, other parties)
• Strategic thinking & problem-solving

Communication Scope:

• The candidate will be required to liaise directly with various internal team members and should be confident in requesting / providing information to all levels of management
• The role will require significant interaction with other teams in Europe and from other Ardian offices / geographies

Profile

• Degree in Computer Science, Statistics, Data Science or another related field
• 1-3 years' experience. The role will initially focus on supporting senior team members, with increasing ownership over models and analyses as experience grows
• Familiarity working with international teams and across cultures