תיאור תפקיד:
We are looking for a data Scientist & ML/ AI Engineer to join a high-tech company based in Raanana!
We are looking for a data Scientist & ML/ AI Engineer for our eSIM team, focusing on fraud and anomaly detection. Work mostly with unlabelled logs using unsupervised, semi-supervised, and supervised learning to build production-ready AI models.
Responsibilities:
Collect, clean, and structure large datasets
Develop models using neural networks, gradient boosting, clustering (K-Means, DBSCAN) and anomaly detection (Autoencoders, Isolation Forest, One-Class SVM, BERT)
Train and evaluate on historical/ Real-Time data
Deploy in MS Azure
Monitor performance
Collaborate with engineers and stakeholders
Optimize models for performance and cost
Lead AI projects end-to-end, from problem definition to integration into the eSIM Cloud product
דרישות:
Education: Masters or Ph.D. in Computer Science, data Science, AI, or related field.
Experience: 3+ years in ML/AI, hands-on in fraud or anomaly detection.
Domain Skills: Real-Time anomaly detection; analyzing large transactional logs; telecom eSIM lifecycle (profile downloads, activation, provisioning); familiarity with telecom fraud patterns (SIM swap, identity theft, unauthorized downloads).
Technical Skills: Python (mandatory), database querying; ML frameworks (TensorFlow, PyTorch, Scikit-learn); data tools (Pandas, NumPy, Python Outlier Detection); ETL, preprocessing, feature engineering; Azure ML, Fabric; MLOps (MLflow, Kubeflow, Docker, Kubernetes); visualization (Power BI or similar).
Soft Skills: Strong analytical thinking, problem-solving, clear communication of complex concepts.
היקף משרה:
משרה מלאה
קוד משרה:
236055
אזור:
מרכז - תל אביב, פתח תקווה, רמת גן וגבעתיים, בקעת אונו וגבעת שמואל, חולון ובת-ים, מודיעין, שוהם
שרון - חדרה וזכרון יעקב, נתניה ועמק חפר, רעננה, כפר סבא והוד השרון, ראש העין, הרצליה ורמת השרון
ירושלים - ירושלים, יהודה ושומרון, בית שמש
דרום - אשדוד, קרית גת, באר שבע, דימונה, אשקלון, קרית מלאכי, ערד וים המלח
השפלה - ראשון לציון ונס- ציונה, רמלה לוד, רחובות, יבנה
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