Datascientist

01 ago - Città Metropolitana di Napoli
Hitachi Vantara

Chi siamoUna carriera in Hitachi Rail rappresenta un investimento per il futuro.Job DescriptionHitachi Rail is looking for an enthusiastic self-motivated DATASCIENTIST who thrives in a fast-paced environment. The successful candidate is comfortable performing a wide range of tasks from administrative to strategic. The position is based in NAPLES, IT.About UsA career at Hitachi Rail will help create a legacy. With operations in every corner of the world, our work goes to the cutting-edge of digital transformation and technology. From the multi-cultural strength of our global organisation to the sustainable and innovative ways we work to bring people together, there’s something for everyone to get stuck into. And that’s where you come in.AccountabilitiesThe Data Scientist will improve service quality and equipment reliability by developing tools and systems for improving workflows and optimising maintenance processes using suitable practices, Reliability Centred Maintenance (RCM), Condition Base Maintenance (CBM) methodology and Data Science Techniques.The Data Scientist will play a critical role in connecting field operations with the maintenance organisation, helping minimise downtime and failure rates and maximize train operation.CompetenciesReview and design main train subsystems with focus on maintainability, availability, reliability and CBM rule applicationDevelop prognostic algorithms, principles based on its logic, signals/events/operational information within related resolution and sampling timing and prescriptions for maintenanceDevelop models for telemetry/diagnostic streams (e.G., anomaly detection, forecasting, survival/RUL) in Python and SQL, orchestrated on Kubernetes with Kubeflow Pipelines.Analyse diagnostics and maintenance data and create operational dashboards (e.G., Power BI, Grafana)



to support maintainers and engineersMonitor prognostic system performances and statistical analysis on collected data to identify critical trends and conditions.Support prognostic algorithm verification and validation. This will include simulations with TCMS simulator and historical diagnostic data, analysis of maintenance reports and on field failures.Study and review of the vehicle FMECA/FMEA and maintenance planSupport and participate in RCM design activities.Master the communication among the diagnostic MMI interfaces, TCMS, the specific on-board subsystem controllers and on-ground systemWrite and review maintenance procedures and plans, train users on CBM.To comply with and implement Hitachi Rail’s Health and Safety policy.To undertake any other reasonable duties and responsibilities as may be requiredRequired Skills/ KnowledgeAt least one year experience in railway domain (preferred) or other manufacturing industry such as avionics, automotive or R&DExperience in coding with Python, SQL, and versioning tools (SVN, Git)Familiar with PowerBI and Grafana dashboard developmentAble to interpret electrical drawings, system specification software specification (e.G., UML) and mechanical drawingsBuild, run and monitor production code (e.G., on Kubernetes) using pipelines, reusable components, and schedulingExperience in time-series/forecasting models for anomaly detection, RUL/survival analysis and CBM algorithms.Experience in statistical analysis including quality control, regression models,



re-sampling techniques and error/false‑alarm minimization in operational contextsExperience in big data analysis techniques both unsupervised and supervised machine learning and deep learningGood understanding of RCM methodologyAble to write technical specification for software and electronic systemsAble to manage relationship with suppliers and end-customersAbility to communicate effectively both orally and in writingAn understanding of health and safety requirements of a working environmentDesired Skills/ KnowledgeExperience writing production‑ready Python code and building Grafana dashboards (Preferred)Experience querying large datasets with optimized SQL (Preferred)Experience in maintenance of vehicle railways equipment (Preferred)Education/QualificationsDegree in Engineering or Computer science.Languages (optional)Fluency in both Italian and English is required.Alla posizione si applica il vigente CCNL per l’industria metalmeccanica privata e l’installazione di impianti, con inquadramento nel livello B1, ai sensi della relativa disciplina di classificazione del personale.Proponiamo una retribuzione annua lorda compresa tra 33.000 € e 38.000 €.#LI-VR1At Hitachi Rail, there is a place for everyone. We welcome and value differences in background, age, gender, sexuality, family status, disability, race, nationality, ethnicity, religion, and world view. It is our commitment to create an inclusive environment - we are proud to be an equal opportunity employer.In Hitachi Rail c’è un posto per tutti. Accogliamo e valorizziamo la diversità di ambito, età, genere, orientamento sessuale, stato di famiglia, disabilità, etnia, nazionalità, religione e visione del mondo. Ci impegniamo a creare un contesto inclusivo e siamo orgogliosi di essere un’azienda che offre pari opportunità.#J-18808-Ljbffr

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