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SSC HR Solutions
SSC HR Solutions
51 – 200 Angajați
Asistență medicalăConsultanțăLogistică
SSC HR Solutions este o firmă de consultanță în resurse umane care oferă servicii complete și a fost înființată în 2006. Compania ajută organizațiile să își gestioneze forța de muncă pe întregul parcurs al ciclului de viață al angajaților, de la recrutare și administrarea personalului până la încetarea raporturilor de muncă, prin servicii adaptate nevoilor specifice de dezvoltare a talentelor. SSC HR Solutions desfășoară activități în Egipt, Emiratele Arabe Unite, Arabia Saudită și Bahrain și colaborează cu organizații din domeniile consultanței, logisticii și sănătății pentru a răspunde nevoilor de personal și a sprijini dezvoltarea sustenabilă a afacerilor.
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Locurile de muncă ale companiei

Senior Machine Learning Engineer Telecom Remote Egypt

Build and operate production machine learning systems for telecommunications applications, including churn, segmentation, and forecasting. Own MLOps workflows covering deployment, monitoring, model versioning, and retraining.

EGEgiptRemoteNormă întreagăSeniorLimbă Obligatorie: englezăInginer de învățare automată
PythonSparkSQL

Descriere

  • Develop and deploy production-ready machine learning models for telecommunications applications
  • Create solutions for churn prediction, customer segmentation and clustering, and demand forecasting
  • Prepare, clean, transform, and analyze large-scale customer datasets
  • Engineer and select features that support effective machine learning models
  • Train, validate, and assess supervised and unsupervised models
  • Apply Python to data preparation, model development, validation, and automation
  • Use SQL to retrieve, transform, and process data from multiple sources
  • Build and maintain MLOps pipelines throughout the machine learning lifecycle
  • Oversee model versioning, deployment, production monitoring, and retraining
  • Track production performance and data or model drift, applying corrective measures when needed
  • Partner with data engineers, data scientists, and business stakeholders on scalable machine learning solutions
  • Maintain models that are reliable, supportable, and ready for production use
  • Improve models, features, and machine learning workflows using production findings

Cerințe

  • At least four years of experience in machine learning, data science, or a related discipline
  • Mandatory experience in telecommunications or the Telco domain
  • Demonstrated success building and deploying production ML models for Telco use cases such as churn, customer segmentation, demand forecasting, and behavior prediction
  • Strong command of supervised and unsupervised machine learning methods
  • Advanced practical Python experience for data preparation, feature engineering, and model development
  • Strong SQL capabilities for accessing, processing, and analyzing customer data
  • Hands-on experience preparing customer data and engineering features
  • Practical MLOps experience with model versioning, deployment, production monitoring, and retraining
  • Experience using MLflow or a comparable model lifecycle and MLOps platform
  • Experience moving machine learning models from development into production and maintaining them afterward
  • Ability to assess model performance and identify areas for enhancement
  • Clear understanding of the complete machine learning lifecycle
  • Dataiku or a comparable enterprise machine learning platform is a plus
  • Experience with Spark, feature stores, or uplift modeling is a plus

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