About the role
Idt
We are looking for a Senior highly technical Data Scientist to join our established Analytics department. This is a modeling-heavy role focused on building high-performance, reproducible machine learning systems that drive core business decisions. You will join the newly formed AI Lab which is entrusted with growing our AI/ML capabilities at IDT.
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.
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:
Advanced ML R&D: Design, develop, and maintain cutting-edge, custom machine learning models for production environments.
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.
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:
Experience: 5+ years of professional experience in Data Science, with a strong portfolio of building and shipping original ML models.
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).
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:
A few words about us:
IDT Corporation is a global communications company founded in 1990 and headquartered in Newark, New Jersey. We are industry leaders in prepaid communication and payment services and one of the largest international voice carriers. We are listed on the NYSE, employ over 1800 people across 20 countries, and have over $1.5 billion in revenues.
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!
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!
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