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)
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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
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YOUR RESPONSIBILITIES
- Developing data architecture strategy, ensure data quality, and promote efficient analytical processes, while assessing automated reporting methods
- Engage directly with the business teams, understand how business needs across multiple areas translate into data requirements
- Produce impactful, dynamic, and insightful data, reports, BI visualizations, enterprise database management and ETL to help business leaders make educated, real-time decisions that are in the best interest of the customers and alpitronic
- Own data issues monitoring and maintenance reporting to ensure accuracy and efficiency
- Establish and monitor monthly/quarterly KPIs to evaluate the effectiveness of the daily operations, business strategies and initiatives
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Deine Aufgaben
- Entwurf, Entwicklung und Optimierung der Datenpipeline und Datenarchitektur
- Technische Beratung und Betreuung der Daten- und Analyseexperten
- Bewertung, Einführung und Betreuung neuer Tools im Bereich Data Engineering / Data Science
- Vorschläge und Begleitung bei Weiterbildungsmaßnahmen hinsichtlich Fähigkeiten, Standards und Prozessen im Bereich Data Engineering
- Kontinuierliche Weiterbildung im Bereich Machine Learning, Data Science, Computer Vision, Artificial Intelligence
- Unterstützung bei der Erstellung von Dashboards und Reports
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Hauptaufgaben der Stelle
- Analyse und Verarbeitung von Daten durch den Einsatz von Data-Science-Tools
- Erstellung und Implementierung von rekursiver Analysemethoden
- Erkennung von Korrelationen und rekursiven Mustern
- Kontinuierliche Aktualisierung in Bezug auf die IT relevanten normativen Änderungen
- Analyse des Risikos der Nichtkonformität in Bezug auf die normativen Anforderungen auf die IT
- Schnittstelle zu den anderen Organisationseinheiten der Bank, insbesondere zu den IT-Organisationseinheiten sowie zum IT-Partner der Bank, um Risikoanalysen durchzuführen und zur Entwicklung von Interventionsplänen beizutragen
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Tätigkeitsbereich AI & Data Scientist:
- Arbeitet an der Implementierung von innovativen Projekten in den Bereichen Advanced Analytics, Machine Learning, Artificial Intelligence und Generative AI mit und trägt zur Festlegung einer datengesteuerten Strategie des Unternehmens bei.
- Wendet Advanced Analytics-Techniken in Big Data-Umfeldern an, entwickelt und implementiert statistische und Machine Learning-Modelle zur Verbesserung der betrieblichen Prozesse.
- Analysiert komplexe Datensätze, entwickelt personalisierte Anwendungsfälle und nützt die besten verfügbaren Technologien zur Generierung von Insights und wertvollen Ergebnissen.
- Verwaltet die Architektur der Daten und gewährleistet die Integrität, Qualität, Verfügbarkeit und Verwendbarkeit der Informationen.
- Entwickelt innovative Lösungen zur Ansicht der Daten, wodurch das Verständnis und die Auslegung der Analyse erleichtert wird.
- Bewertet und verwaltet die Risiken durch die Verwendung von Daten, Modellen und Berechnungsmotoren und ermittelt Möglichkeiten, um Geschäftsmodelle zu verbessern und neue zu entwickeln.
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Your tasks
- Design, development and implementation of electronic and optoelectronic devices
- Design of electronic boards with digital components, microcontrollers and FPGAs
- Drawing of electronic diagrams and layouts (Altium)
- Implementation and simulation of firmware on FPGAs (VHDL, Xilinx)
- Embedded software development on microcontrollers and PCs
- Testing and commissioning of electronic boards
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YOUR RESPONSIBILITIES
- Evaluate, analyze and communicate systems requirements on a continuing basis and maintain systems processes, including the delivery of monthly status reports to all appropriate parties
- Conduct daily systems analytics to maximize effectiveness and troubleshoot problems
- Develop meaningful and lasting relationships with partners for optimized systems integration and respond to questions from managers and executives with supporting research and recommendations
- Determine and develop user requirements for systems in production, to ensure maximum usability
- Author and update internal and external documentation, and formally initiate and deliver requirements and documentation
- Identify substandard systems processes through evaluation of real-time data
- Lead the technical business processes, by developing systems prototypes that promote increased efficiency and productivity on multiple levels
- Create and implement precise management plans for every project, with attention to transparent communication at all levels
- Perform, evaluate and communicate thorough quality assurance at every stage of systems development
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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
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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
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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
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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
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YOUR RESPONSIBILITIES
- Leading a dedicated Red Team performing the following tasks:
- Penetration tests on chargers, embedded controllers, vehicles and backend infrastructures using a variety of techniques such as brute force, code injection, malformed data, fuzzing, hardware hacking
- Perform open ports, binary and FW images scanning
- Attack implemented security mitigations to bypass them (either via SW or with HW techniques such as fault injection, glitches, side channel attacks)
- Identify weaknesses and vulnerabilities in charging protocols associated with EV and with CPO
- Report any findings and support the team in assessing the identified vulnerabilities, possibly providing remediation requirements
- Entering into CTF and Bug Bounty competitions at global security conferences
- Speaking at security and industry conferences and publishing new and innovative research
- Support the establishment of a hardware pentest lab, including the selection of tools and their programming languages and scripts, capable of performing full vehicle tests including 2G/3G/4G MITM, Bluetooth and other RF tests
- Collaborating with our customer’s Red Teams and running workshops and hackathons
- Supporting 3rd party pentests and overseeing and verifying remediations
- Managing Red/Blue Team exercises, war games, playbook creation etc
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