We are looking for a veteran modeling expert who thrives on building novel ML architectures from the ground up for business functions like fraud detection, customer engagement, process performance and finance.
Responsibilities:
Behavioral Forecasting: Build advanced models to predict bad actors in our transaction flow.
End-to-End Modeling: Develop and implement both supervised and unsupervised models from scratch to find anomalies and next likely outcome.
Content Generation: Design generative models based on profile and transaction data.
Production Deployment: Deploy models into product in a real-time environment.
Interact with MLOps functions to maintain models and increase accuracy, recall and precision.
Experimental Design: Lead the statistical design and analysis of A/B testing to validate model performance and business hypotheses.
Requirements:
Deep theoretical and practical understanding of supervised/unsupervised learning, including Boosting, NN, Bayesian, Clustering, and related frameworks.
Core Stack:
Python: Advanced use of Pandas, Numpy, PyTorch/TensorFlow, and Scikit-learn for complex feature engineering, custom model design, and pipeline optimization.
SQL: Proficiency in querying and structuring data from large-scale databases.
MLOps: Experience using MLOps tools like MLflow or ClearML in model development and inference.
Education: Bachelor’s degree in a quantitative field (Computer Science, Statistics, Mathematics, or related).
We offer you:
- Remote b2b or hybrid (Belarus-Moldova) work opportunity!
- Stable job with long-term growth perspective.
- Competitive salary with annual performance review.
- Really good hardware.
- An exciting and challenging job with talented people around.
- Continuous learning and career growth opportunities.
- Compensation for professional training, seminars, and conferences.
- Referral program – get rewarded for helping us grow the team with talented people.
- Company-supported English classes to enhance your professional growth.
- More perks for the Minsk and Chisinau office employees.
IDT is not ”another big IT corporation”— we encourage and support in-house entrepreneurs in developing their ideas into business actions.
Our flagship brand, BOSS Revolution, offers Money Transfer, International Calling, and Mobile Top-Up services and supports IDT’s mission of enabling people to keep in touch and share resources with family and friends worldwide.
If you're looking for a company that will give you the maximum flexibility in choosing a location to work, this opportunity is for you!