14 Data Science Jobs in Südtirol

Tip Top Fenster

Die Stellenanzeige Mitarbeiter für die Glaserei und die Beschlagmontage (m/w/d) in Meransen bei Tip Top Fenster ist leider nicht mehr verfügbar oder wurde neu ausgeschrieben.

Zum Firmenprofil
YOUR RESPONSIBILITIES
  • Lead the Data Analysis & Science team, as a key part of company’s global R&D
  • Draw and deploy an innovative and futuristic vision of big data utilization in EVSE industry
  • Manage, fertilize and support the definition and implementation of uses cases for all internal data analysis & science applications
  • Develop algorithms and data models using deep learning techniques, identifying trends and correlations between charging variables
  • Deploy AI tools to supervise and improve chargers fleet’s performances and reliability
  • Implement relevant HMIs & BIs, providing a company cross-functional support
  • Identify & deploy new development areas to optimize the production process (EOL)
Aufgaben:
  • Du identifizierst Datenquellen und definierst Schnittstellen der verschiedenen Systeme
  • Du kennst die Datenflüsse im Unternehmen und bist zentraler Ansprechpartner für moderne Data Science Lösungen
  • Du arbeitest bei der Entwicklung des Systems zur Datenerfassung und -verarbeitung mit und optimierst kontinuierlich die Datenbanken
YOUR RESPONSIBILITIES
  • Analyze and cluster root causes and corrective actions to identify patterns in service cases
  • Integrate identified patterns into product and service improvement processes
  • Continuously monitor the charger fleet to maintain an up-to-date overview and detect emerging trends
  • Develop and implement automated pattern recognition systems to enable real-time responses to service issues
YOUR RESPONSIBILITIES
  • Design and maintain scalable data pipelines and ETL processes
  • Develop APIs using Python (e. g. FastAPI) for data access and integration
  • Ensure data quality, performance optimisation and security
  • Knowledge in NoSQL-based databases
  • Collaborate with data scientists and analysts to enable data-driven decisions
  • Maintain and document data architecture and best practices
Dein Aufgabengebiet
  • Absolvierung eines Praktikums unter Begleitung des BBT-Teams
  • Verfassen einer wissenschaftlichen Masterarbeit im Bereich der KI-Anwendung Maschinelles Lernen anhand von Vortriebsdaten der Tunnelbohrmaschine / geologischen Daten des Erkundungsstollens zur Erkennung von Störungszonen, in Zusammenarbeit mit dem Institut für Felsmechanik & Tunnelbau der TU-Graz, unter der Leitung von Univ. Prof. Dipl.-Ing. Dr. techn. Thomas Marcher (Details siehe Ausschreibung im Anhang)
  • Mitarbeit im Team der örtlichen Bauaufsicht des Bauloses Mauls 2-3
Your responsibilities:
  • Design and implement data warehouse solutions using Databricks
  • Build modular, testable, and well-documented data models using DBT
  • Develop and manage ETL processes for data integration
  • Collaborate with stakeholders to understand and fulfill data requirements
  • Monitor and optimize data warehouse performance
  • Provide support and troubleshoot data warehouse issues
YOUR RESPONSIBILITIES
  • Lead and manage the IT applications team, providing guidance, support and development opportunities
  • Oversee the selection, implementation, and maintenance of software applications to ensure that they meet business requirements and align with the company's objectives
  • Collaborate with stakeholders across the organization to understand their application needs and translate them into technical requirements
  • Ensure that all applications are running smoothly, are regularly updated and meet security and compliance standards
  • Secure that the organization has strong systems analysis and project management skills and the ability to execute business-critical projects
  • Implement the most appropriate and effective IT organizational design to support and engage with the business
  • Help determine capital investment parameters, priorities and risks for enterprise-wide IT initiatives to maximize the return on investment
HERAUSFORDERUNGEN:
  • Gestaltung, Optimierung und kontinuierliche Weiterentwicklung unserer inhouse programmierten ADDITIVE+ APPS wie beispielsweise CRM-Segmentation, Dynamic-Landingpages, Marketing Automation mittels PHP und Laravel oder Ruby und Ruby on Rails (je nach Softwareprodukt)
  • Anbindung von externen Systemen und Schnittstellen mit Fokus auf Property Management Systemen
  • Fundierte Analyse und Verarbeitung von Streaming-Daten und Datenbanktabellen
  • Schreiben von autonom wartbare, hochwertige Codes mit umfangreicher Testabdeckung
  • Impuls- und Ideengeber für neue Lösungen und kontinuierlicher Wissenstransfer mit anderen Teams
YOUR RESPONSIBILITIES
  • Design and implement software to extend the diagnostic capabilities of our products
  • Work closely with service engineers and technical support to understand their challenges
  • Extend existing systems to collect, analyse and visualise key performance data in real time using a metrics-based approach
  • Identify areas for improvement within existing diagnostic processes and iteratively refine software solutions
  • Writing clean, efficient and well-documented code that is easy to test, maintain and reuse
  • Write tests to maintain code quality and prevent regressions
  • Optimise applications for maximum performance and scalability
  • Troubleshoot and debug to improve applications and user experience
  • Perform code reviews to ensure code quality and adherence to best practices
  • Stay up-to-date with the latest technologies and software development best practices
YOUR RESPONSIBILITIES
  • Develop and implement scalable and maintainable web applications in both the frontend (using Vue.js/Nuxt.js) and backend (using C#)
  • Design, develop, and manage database solutions with PostgreSQL, including data modeling, performance tuning, and security considerations
  • Collaborate in agile development processes with product managers and other developers
  • Write clean, efficient, and documented code
  • Conduct code reviews to ensure code quality and adherence to best practices
  • Identify and fix software bugs and issues
  • Continuously update knowledge on new technologies and best practices in software development
YOUR RESPONSIBILITIES
  • Design, develop and implement large-scale projects for cloud-based systems
  • Planning, definition of requirements, development, testing, and quality assurance of the software development lifecycle for AWS solutions
  • Identify, analyse and resolve infrastructure troubleshoot incidents and application deployment issues and implement preventative measures
  • Provide guidance on the implementation of new cloud-based initiatives, through appropriate training
  • Modernise and consolidate IT infrastructure and implement the best cloud-based solutions for the company, to ensure continued impact on growth
  • Customise AWS applications to make the business more secure and efficient
  • Monitoring the migration process of the new applications to the cloud so that it is seamless and in line with the organisation's operations
  • Definition and documentation of the best practices and strategies for application deployment and infrastructure maintenance
  • Ensure application and cloud environment performance, maintaining high standards and complying with company security policies
YOUR RESPONSIBILITIES
  • Lead the development and digitalisation of the remote services strategy
  • Lead, motivate, and develop a team of remote services personnel, including the development, implementation and management of the operations, using the latest technologies and industry best practices
  • Analyse customer feedback and other data sources to develop customer-centric solutions
  • Develop and implement service improvement plans for identified shortfalls
  • Monitor remote services performance, system performance. Identify service improvement goals
  • Design and develop solutions to optimize performance and scalability
  • Oversee the deployment maintaining security, reliability, and cost-efficiency
  • Monitor team performance and establish corrective action plan where needed, regarding performance, trends and capacity issues
  • Ensure the team is keeping and exceeding the commitments on the service level agreements and uptime
    • Region

    • Berufsfeld

    • Anstellungsart

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