Senior Network Data Service Architect

<h1><b>ABOUT US</b></h1><p>We’re building Tomorrow’s Connections Today, bringing people together through the power of our technology.</p><p></p><p>Liberty Global is a world leader in converged broadband, video and mobile communications and an active investor in cutting-edge infrastructure, content and technology ventures.</p><p></p><p>With our investments in fibre-based and 5G networks we play a vital role in society, currently providing over 85 million fixed and mobile connections and rolling out the next generation of products and services, while readying our networks for 10 Gbps and beyond.</p><p></p><p>We’re creating national champions, combining the best broadband and mobile networks under brands such as Virgin Media-02 in the UK, VodafoneZiggo in The Netherlands, Telenet in Belgium, Sunrise in Switzerland, Virgin Media in Ireland and UPC in Slovakia.</p><p></p><p>Liberty Global Ventures, our global investment arm, has a portfolio of more than 75 companies and funds across content, technology and infrastructure, including strategic stakes in ITV, Univision, Plume, Lionsgate and the Formula E racing series.</p><p></p><p>Our scale enables us to transfer knowledge and expertise across our operations and investments, creating a dynamic family of brands united in the pursuit of innovation and excellence.</p><p></p><p>And we’re prioritising diversity, equity and inclusion in our workplace and communities, while reducing our impact on the environment. We are using technology as a force for good; for our people, our partners and the planet.</p><p></p><h1><b>JOB PURPOSE</b></h1><p></p><p><span>Liberty Global is seeking a highly skilled and experienced Network Service Data Architect to join our Fixed Network Domain team. The successful candidate will be responsible for the transformation of Liberty Global’s country organizations towards data-driven architectures using CLA/AI/ML applications for e.g. network self-healing, predictive maintenance or traffic utilisation optimisation to optimize CAPEX/ OPEX spend. This role requires a strategic problem solver with deep expertise in network technologies, data services and a passion for driving data-centric innovation.</span></p><p></p><h1><b>KEY ACCOUNTABILITIES</b></h1><h2>Data Management and Integration:</h2><ul><li>Provide clear requirements for integrating and processing network telemetry data in existing or to be deployed data lakes from diverse network sources supporting various data models</li><li>Provide requirements for data collection, processing, and storage that support AI/ML applications from the fixed network perspective.</li></ul><h2>Data Presentation:</h2><ul><li>Ensure telemetry data is accessible, consistent and usable across various platforms.</li><li>Define and specify product data models to present network data in a user-friendly and actionable format.</li><li>Provide requirements for data visualization to ensure effective decision-making processes.</li></ul><h2>Data Usage for AI/ML Applications:</h2><ul><li>Develop and define architectural requirements for integrating AI capabilities within data driven network architectures to ensure streamlined decision-making processes.</li><li>Collaborate with AI/ML teams to leverage network data for developing predictive models and machine learning applications.</li><li>Ensure data services (manage, process, and facilitate access to data) support the integration and usage of data in AI/ML workflows.</li><li>Ensure AI/ML models can be effectively deployed and scaled within the network infrastructure.</li></ul><h2>Network Configuration:</h2><ul><li>Ensure AI/ ML applications provide required data points to efficiently trigger Network Controller or Service Orchestration platforms to configure network devices .</li></ul><h2>Security and Compliance:</h2><ul><li>Ensure all data services and data flows adhere to relevant data protection regulations and organizational policies.</li><li>Implement and maintain comprehensive measures to improve network security .</li></ul><h2>Performance Optimization:</h2><ul><li>Continuously review and optimize the performance and scalability of data services to handle varying loads and ensure efficient operation.</li><li>Enhance continuously data storage solutions and refine access patterns for improved efficiency and performance.</li></ul><h2>Collaboration and Support:</h2><ul><li>Work closely with Liberty Global’s country organizations to provide guidance, support, and expertise in their data-driven transformation efforts.</li><li>Foster a culture of innovation by staying updated on industry trends and emerging technologies in data architecture and telecommunications.</li></ul><p></p><h1><b>KNOWLEDGE &amp; EXPERIENCE</b></h1><h2><b>Essential skills &amp; abilities:</b></h2><ul><li>Proven experience as a Data Architect or similar role, with a focus on transforming network operations through data-driven approaches.</li><li>Deep understanding of network data, protocols, and technologie