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Job Title
INTERN - Data Scientist - AI, Machine Learning, Python, Fraud detection, 6 months
Detect fraudulent activities in user administration:
Evaluate and prototype an unsupervised machine learning solution to detect fraudulent activities in Amadeus user management system.
The Amadeus Customer Identity & Access Management department is providing an open identity and access management for Amadeus customers based on security standards, inter-operating with different identity providers facilitating partners integration. You will join a talented international team of data scientists, business analysts and quality engineers building fraud detection solutions following an Agile SAFe (Scaled Agile Framework) methodology.
To enforce security, we would like to explore more in details user administration events to enlarge the fraud detection scope.
This internship aims at evaluating and prototyping the best solutions for detecting fraudulent activities in Amadeus user management system. The main focus should be set on unsupervised machine learning solutions to detect fraudulent activities in Amadeus user management logs.
Several steps will be necessary:
Identify the most impacting fraudulent patterns in collaboration with the team's analysts in sensitive operations like privileges augmentation, admin user creation, password and MFA updates…
Identify relevant models and features to detect anomalies.
Build a scalable prototype.
Document the outcomes.
You will be able to take advantage of our cloud based technical stack composed of Microsoft Azure ML studio, Microsoft Azure Synapse, Databricks and more.
Optional extension: Study the possible correlations with the authentication activity logs to improve the model detection.
Common accountabilities:
Performs routine and clearly defined tasks following specific instructions or under close supervision
Identifies the problem and all relevant issues in straightforward situations, assesses each using standard procedures and makes sound routine and learned decisions to take action.
Has limited working knowledge and skills developed through formal Training or work experience.
Specific accountabilities:
Having good communication skills.
- Being able to work under pressure.
- Having good judgement.
- Being trustworthy and reliable.
- Having high attention to details.
- Being able to act in a confidential manner.
- Having teamwork skills.
- Having interpersonal abilities.
- Being organised and methodical.
- Having commercial awareness.
Diversity & Inclusion
Amadeus is an Equal Employment Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, childbirth, or a related medical condition), ancestry, national origin, age, genetic information, military or veterans status, sexual orientation, gender expression, perception, or identity, marital status, mental or physical disability status, or any other protected federal, state, or local status unrelated to performance of work involved.
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