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PhD Position: Detecting and Analyzing Market Manipulation on Bitcoin - Job Opportunity at Université Côte d'Azur

Sophia Antipolis, France
Full-time
Entry-level
Posted: March 20, 2025
On-site
EUR 30,000-35,000 per year (standard French doctoral contract)

Benefits

Doctoral contract funding through EDSTIC-UCA or EUR-DS4H
Academic research environment with institutional support
Access to advanced computing resources and datasets
Opportunity to publish in leading academic journals
International academic network exposure

Key Responsibilities

Develop novel methods for reconstructing Bitcoin transaction histories using graph theory and machine learning
Research and analyze market manipulation patterns in cryptocurrency markets
Design and implement surveillance systems for early detection of market manipulation
Publish research findings in academic journals and present at conferences
Collaborate with academic supervisors and research teams

Requirements

Education

Master's degree or equivalent in Computer Science or related field

Required Skills

C1 level English proficiency Advanced programming skills in Python Expertise with data science libraries (numpy, pandas, seaborn, scikit-learn, statmodels) Git version control Linux environment proficiency Excellent communication skills Strong analytical and research capabilities
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Sauge AI Market Intelligence

Industry Trends

The cryptocurrency market surveillance sector is experiencing rapid growth due to increased institutional adoption and regulatory scrutiny Machine learning applications in blockchain analysis are becoming increasingly sophisticated, creating high demand for specialized researchers The intersection of academic research and practical market surveillance tools represents a growing opportunity in the fintech sector

Role Significance

Typically part of a small research team (3-5 researchers) with access to broader academic network
Junior researcher position with significant autonomy in research direction and methodology development

Key Projects

Development of novel blockchain transaction tracking algorithms Creation of market manipulation detection systems Publication of peer-reviewed research papers in top-tier journals

Success Factors

Deep understanding of both technical blockchain concepts and financial market dynamics Ability to bridge theoretical research with practical applications Strong programming skills combined with research methodology expertise Excellent written and verbal communication abilities for academic publishing

Market Demand

High demand with limited qualified candidates due to the specialized nature of cryptocurrency research and advanced technical requirements

Important Skills

Critical Skills

Advanced Python programming with data science focus Graph theory and network analysis Machine learning and clustering algorithms Blockchain technology understanding Research methodology

Beneficial Skills

Financial markets knowledge Cryptography basics Distributed systems Academic writing Statistical analysis

Unique Aspects

Rare opportunity to work with complete Bitcoin transaction history data
Combination of computer science and financial market analysis
Direct contribution to cryptocurrency market security
Access to both academic and industry networks

Career Growth

3-4 years for PhD completion, with potential academic or industry positions afterward

Potential Next Roles

Post-doctoral Researcher Cryptocurrency Market Analysis Expert Blockchain Security Researcher Quantitative Research Scientist Financial Technology Research Lead

Company Overview

Université Côte d'Azur

Université Côte d'Azur is a major French research university known for its strong computer science and mathematics programs

Leading position in European academic research with strong industry connections
Central role in the Sophia Antipolis technology park ecosystem
Academic environment focusing on research excellence and innovation
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