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What you’ll be doing Model Development: Design, train, and optimise machine learning models for user personalisation, including recommendation systems, ranking models, user segmentation, and content understanding, with a strong focus on TensorFlow-based development. Data Pipeline Engineering: Build and maintain scalable data pipelines to support feature engineering and model training across large structured and unstructured datasets, leveraging cloud‑native tooling. Production Deployment: Deploy, monitor, and maintain ML models in production environments, including cloud‑based model serving on GCP. Ensure high availability, strong performance, and continuous model relevance. Experimentation: Lead A/B testing and offline experimentation to evaluate model performance and guide ongoing improvement. Cross‑Functional Collaboration: Work closely with engineering, product, data, and research teams to ensure ML solutions align with product and business goals. Research & Innovation: Stay informed on advances in machine learning, deep learning, and personalisation, and evaluate their integration into existing systems. What you'll bring • End‑to‑end experience across the ML lifecycle: model development, training, deployment, monitoring, and continuous maintenance., • Strong proficiency in Python and ML frameworks, with expertise in TensorFlow (and experience with PyTorch)., • Experience with GCP machine learning and data services (e.g., Vertex AI, Dataflow, BigQuery, AI Platform, Pub/Sub)., • Hands‑on experience with ML training frameworks such as TFX or Kubeflow Pipelines, and model‑serving technologies like TensorFlow Serving, Triton, or TorchServe., • Background working with large‑scale batch and real‑time data processing systems., • Strong understanding of recommender systems, ranking models, and personalisation algorithms., • Familiarity with Generative AI and its use in production environments., • Strong communication skills and analytical problem‑solving abilities.

Job Title: IT Service Design & Transition Specialist (Edgewing) Location: Reading area. The role could be contracted to any BAE Systems Air site (preferably Frimley) but on commencement will immediately be assigned to our Edgewing JV in the Reading area. A financial support package may be available to enable this assignment if required, dependent on certain criteria being met. Due to the nature of this assignment, we envisage there will be a need for mostly on site working, however, flexible working arrangements may be possible – please speak to your recruiter about the options for this role. Salary: £56,766 Who we are: Join BAE Systems and you’ll be part of something bigger. As a valued member of our global colleague network, you’ll bring your unique skills and perspectives to help pioneer progress and protect what matters most. You’ll be trusted to play your part in delivering the advanced, technology-led defence, aerospace and security solutions of tomorrow, shaping a safer future, for all of us. From the depths of the ocean, to the far reaches of space, there’s no limit to where a career at BAE Systems could take you. What you’ll be doing: The Service Design & Transition Specialist is a key part of the IT Service Management function, supporting the design and smooth entry into service of new or enhanced digital capabilities. This role partners with IT Project, Product and Platform teams to support, coach and guide them to develop appropriate IT service management wrappers and documentation, ensuring effective end user support once released. This role reports into the IT Service Design & Transition Senior Manager. Core duties: • Demonstrable experience in partnering with IT delivery teams to design new services, including its associated service wrapper, • Evidence of partnering with IT delivery teams to successfully transition IT services into a production environment whilst maintaining existing Service Level Agreements or other metrics, • Good understanding of IT Service Management best practices and industry standards (e.g., ITIL), • Experience in transitioning services into production, including testing, cutover, and go-live activities By joining Edgewing, you will have a unique opportunity to help shape the company from the ground up — setting the foundations for generations to come, influencing how we work, and helping us build something world-class together. At Edgewing, we’re united by a shared purpose to drive what’s next in defence – uniting UK, Italian, and Japanese expertise to shape the future of global defence. With trust at the heart of everything we do, we empower our people to dare to go beyond, bring their best as one, and leave a mark that matters on a truly global mission, making a lasting impact through work that truly matters. Why BAE Systems? Here you’ll build a career with purpose and limitless possibilities. With lifelong learning and meaningful work, this is a place where you can grow your career with confidence and be empowered to be your best. You’ll be recognised for your contribution and enjoy rewards tailored to what’s most important to you and your family, support for your financial and personal wellbeing, as well as a balanced lifestyle. In an environment embracing sustainable ways of working and with a strong sense of shared purpose, our supportive culture is a place you can feel you belong and proud of the difference you make. A place where everyone can thrive: We’re committed to building an inclusive workplace where everyone feels valued and supported. We know that a diversity of backgrounds, perspectives and experiences strengthens our teams and is vital to the work we do. Please be aware that many roles at BAE Systems are subject to both security and export control restrictions. These restrictions mean that factors such as your nationality, any nationalities you may have previously held, and your place of birth can restrict the roles you are eligible to perform within the organisation. All applicants must as a minimum achieve Baseline Personnel Security Standard. Many roles also require higher levels of National Security Vetting where applicants must typically have 5 to 10 years of continuous residency in the UK depending on the vetting level required for the role, to allow for meaningful security vetting checks. Closing Date: 31st March 2026 We reserve the right to close this vacancy early if we receive sufficient applications for the role. Therefore, if you are interested, please submit your application as early as possible. #LI-SC1 #LI-hybrid

Active Staff are seeking an experienced Digital Development Manager to lead the Digital Development Team and drive the Council’s digital transformation agenda. The successful candidate will be responsible for managing, designing, developing and deploying solutions to deliver efficiencies and improvements for customers and internal teams. Responsibilities of the Digital Development Manager: • Leading the Digital Development Team’s work to leverage data and technology to enhance resident services., • Leading the implementation and upgrade of Council software, providing project management and resource allocation., • Leading projects to utilise data analytics to inform decision-making, improve services, and track performance against Council priorities., • Analysing internal and external customer needs and recommend and implement appropriate solutions., • Managing the Digital Development Team to ensure the council’s business systems are operational, developed and upgraded., • Building relationships with leaders and stakeholders within the business and with external partners to promote digital innovation and manage requirements throughout project lifecycles., • Provide coaching, mentorship, and opportunities for professional growth to enhance the team's capabilities and performance., • Manage the selection, recruitment and continuous development of staff within the Digital Development team., • Interpret the needs of both technical and non-technical stakeholders, managing their expectations throughout project lifecycles and ensuring solutions meet the diverse requirements of the organisation., • Continuously assess the Council's technology landscape to identify opportunities for consolidating, automating, and streamlining systems and processes., • Stay at the forefront of emerging technologies and industry trends, advising senior leadership on opportunities for innovation with new tools and uses of data., • Lead service development and implementation of new services and enhancements to existing offerings, leveraging user feedback to drive continuous improvement., • Design and implement complex data architectures that connect operational systems, data warehouses, and analytics platforms to enable data-driven decision making., • Evaluate, test and implement artificial intelligence solutions that enhance service delivery and operational efficiency for the council., • Lead and manage the successful delivery of Council-wide digital projects, including upgrades, new systems, and online services, through effective project management and stakeholder engagement., • Ensure that systems affecting public safety, welfare, or critical financial data are properly functioning, secure, and compliant., • Work closely with business area system administrators to deliver effective application support, upgrades, testing, integration, and process improvement initiatives. The person for Digital Development Manager • Certification in Project Management (e.g. Agile), • Proven experience in managing and developing IT teams., • Proven ability to manage and deliver large-scale, complex IT projects, effectively allocating resources to balance competing priorities, and successfully engaging multiple stakeholders., • Experience in data analysis and utilizing data to inform decision-making, • Knowledge and experience of managing the upgrade and support of software applications., • Knowledge of Microsoft SQL Server Reporting Services, Granicus Forms, Power BI, web services and integration protocols such as REST, SOAP, JSON. (desirable), • Knowledge of any the following: C#, Python, XML, HTML and JavaScript. (desirable), • Must be willing to have the Baseline Personnel Security Standard checks, required for this post (DBS)