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The Role
Design, build, validate, and support machine learning models for telecom and fintech use cases (churn, segmentation, fraud, credit scoring). Engineer features from CDR, network logs, transaction records; run experiments and A/B tests; collaborate with data, BI, and automation teams to integrate models into production and monitor model performance.
Summary Generated by Built In
You will build and validate models that power real business outcomes for a telecom and fintech company — from subscriber retention and network quality prediction to credit scoring and payment fraud detection.
ROLE MISSIONBuild, validate, and support machine learning models that underpin AI MVPs.
KEY RESPONSIBILITIES- Develop and validate ML models for telecom and fintech use cases including customer segmentation, churn prediction, and transaction anomaly detection
- Support experimentation, A/B testing, and model validation across the AI MVP pipeline
- Engineer features from telecom datasets (CDR, network logs) and fintech data (transaction records, customer profiles)
- Collaborate with data engineers, BI engineers, and automation teams to integrate model outputs into production workflows
- Python
- ML fundamentals (classification, regression, clustering, validation techniques)
- Experience with Azure or cloud ML platforms
- Experience with telecom or financial services data
- Familiarity with Azure ML or Databricks
- Knowledge of model monitoring and drift detection
Skills Required
- Python
- ML fundamentals (classification, regression, clustering, validation techniques)
- Experience with Azure or cloud ML platforms
- Experience with telecom or financial services data
- Familiarity with Azure ML or Databricks
- Knowledge of model monitoring and drift detection
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The Company
What We Do
Ontrac Solutions helps organizations adopt emerging technologies to scale smarter. We build GenAI platforms, predictive analytics solutions, and drive cloud adoption. We're also a HubSpot partner, supporting landing page design, website development, CRM integration, workflows, and automation. From infrastructure to marketing ops, we deliver strategy and execution that drives growth.
