Anomaly Detection – Data and Machine Learning Engineer

2 settimane fa

Roma, Lazio, Italia NLP PEOPLE A tempo pieno
IGT (NYSE:IGT) is a global leader in gaming. We deliver entertaining and responsible gaming experiences for players across all channels and regulated segments, from Lotteries and Gaming Machines to Sports Betting and Digital. Leveraging a wealth of compelling content, substantial investment in innovation, player insights, operational expertise, and leading-edge technology, our solutions deliver unrivaled gaming experiences that engage players and drive growth. We have a well-established local presence and relationships with governments and regulators in more than 100 countries around the world, and create value by adhering to the highest standards of service, integrity, and responsibility. IGT has approximately 10,500 employees. For more information, please visit
Ruolo:
Ruolo Professionale: Anomaly detection – Data and Machine Learning Engineer
Location: Roma
Smartworking: Possibile per questa posizione
Attività previste:
• Supportare il progetto di implementazione... di una soluzione di Big Data analytics finalizzato al monitoraggio di anomalie comportamentali raccogliendo eventi da sistemi eterogenei sia dal punto di vista tecnologico che di informazioni contenute nel dato.
• Definire le pratiche per la progettazione, lo sviluppo ed il testing di una piattaforma Big Data basata sullo stack ELK Definire e implementare le pratiche per una gestione di qualità dei dati
• Progettare e implementare data pipelines per integrare dati eterogenei in un'unica piattaforma
• Definire le pratiche per il testing delle piattaforma Big Data
• Progettare e implementare soluzioni di Analytics e Machine Learning per soddisfare le esigenze di monitoraggio del gruppo
• Definire e implementare dashboard, report e query per rendere i dati accessibili ai fruitori della piattaforma
• Collaborare con i gruppi di sviluppo per garantire l'integrazione con altri sistemi aziendali
• Definire e mantenere gli standard per la governance e la sicurezza dei dati
• Formare e supportare gli utenti interni all'utilizzo della piattaforma
• Manutenere la piattaforma e risolvere le criticità
Requisiti:
• Ottima conoscenza e capacità di progettazione in autonomia di algoritmi Machine Learning avanzati di Anomaly Detection
• Ottima conoscenza del linguaggio di programmazione python
• Esperienza di gestione progetti, dalla pianificazione alla realizzazione (Project Lifecycle)
• Esperienza nella pianificazione e progettazione di processi ETL (estrazione, modellazione e integrazione dati)
• Ottima conoscenza di tecnologie di Big Data (ElasticSearch, Apache Kafka)
• Buona conoscenza di database relazionali (SQL, Snowflake, Databricks)
• Buona conoscenza di fondamenti di amministrazione di sistemi
Preferenziali:
• Conoscenza di tecnologie di Data Visualization (Kibana)
• Discreta conoscenza di tecnologie e piattaforme di Security (SIEM, EDR, PSM)
• Discreta conoscenza delle best practices di sicurezza (protocolli di autenticazione, data security, IAM)
• Ottima conoscenza della lingua inglese
Esperienza professionale/Seniority:
La risorsa ideale ha esperienza di 3-5 anni in progetti e contesti in linea con le attività previste.
Titolo di Studi:
Preferibile laurea in materie scientifiche: Statistica, Matematica, Fisica, Informatica ed Ingegneria Informatica.
#LI-YG1
IGT is committed to sustaining a workforce that reflects the diversity of the global customers and communities we serve, and to creating a fair and inclusive culture that enables all our employees to feel valued, respected and engaged. IGT is an equal opportunity employer. We provide equal opportunities without regard to race, color, religion, gender, sexual orientation, gender identity, gender expression, pregnancy, marital status, national origin, citizenship, covered veteran status, ancestry, age, physical or mental disability, medical condition, genetic information, or any other legally protected status in accordance with applicable local, state, federal laws or other laws. We thank all applicants for applying; however, only those selected to interview will be contacted.
IGT (NYSE: IGT) is the global leader in gaming. For more information, please visit
Company:
IGT
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
Tagged as: Big Data, Data Visualization, Industry, Italy, Machine Learning, NLP
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