Machine Learning Team Lead

Join FxPro: a leading international fintech company. Be a part of our expanding international team, with offices in Limassol, London, Monaco, Nassau, and Dubai. FxPro boasts a diverse workforce of over 400 employees representing 22 nationalities, making it an exciting and dynamic workplace. At FxPro, we see each team member as an integral part of our success story.

As a Machine Learning Team Lead, you will build your own team, develop new ML models and collaborate with the Dealing, Business Analysts and our BI Experts. 

Responsibilities

• Develop ML models for trader profiling: analyzing trading strategies, volumes, preferences by country, etc.
• Update and optimize models for quality and performance, integrate models into operational systems
• Collect, clean, and transform data for models
• Monitor model performance and make improvements, ensure code is scalable and secure

Requirements

• Higher education in computer science, statistics, applied mathematics, or a related field
• Deep understanding of statistical methods and machine learning algorithms

• Classification (logistic regression, SVM, random forests, gradient boosting)
• Clustering (K-means, hierarchical)
• Regression analysis (linear, multiple, criteria)

• Deep learning (CNN, RNN, LSTM for time series analysis) 
• Natural language processing (NLP) for sentiment analysis and text data

Knowledge of tools and practices in MLOps:

• Containers (Docker), orchestration (Kubernetes)
• Familiarity with CI/CD (Jenkins, GitLab CI/CD)
• Versioning of models and experiments (DVC, MLflow)
• Monitoring and logging of models in production to track their performance and respond to data drift (e.g., Prometheus, Grafana)
• Understanding of Feature Store for centralized feature management

Programming and data analysis skills

• Proficiency in Python and data analysis libraries (pandas, NumPy), visualisation (Matplotlib, Seaborn)
• SQL and NoSQL
• Knowledge of Spark or other big data packages would be an advantage

Our benefits

• Excellent compensation package
  
• Medical and life insurance
• Provident fund
• In-house gym with a personal trainer
• Free daily lunch catering, snacks, and beverages
• Company discount card for various products & services
• 50% discount on language courses with a tutor
• 21 days of annual leave and 10 days of sick leave annually
• Shuttle bus service from Limassol
  
• Birthday certificate program
• Relocation bonus and visa/work permit support