1381 jobs found

Data Architect Permanent Hybrid Working (2 Days on site in Birmingham) Reporting to the Head of Architecture, the Data Architect will be responsible for designing and implementing enterprise-level data architecture and strategies that align with the business and technology goals of the organisation, rather than the operational aspects such as performance, monitoring, quality reporting. As the Data Architect, you'll focus on architectures that move, process, store, validate and present data, ensuring scalability, efficiency and security. This role is strategic in nature, requiring less of a hands-on approach. Your primary focus will be designing the blueprint of the organisation's data infrastructure and supporting strategic and business as usual projects and change initiatives, with responsibility for the upkeep and governance of supporting architecture principles and TOGAF artefacts. This role plays a pivotal part in the development of a holistic view of the organisations architectural landscape, requiring alignment with and support of the other architectural disciplines within the team. Responsibilities Ownership of data architecture vision, data strategy, data maturity roadmap ensuring alignment with business and technology strategy Design of the overall data architecture, including conceptual, logical and physical data models, data warehouses/data lakes and data integration in alignment with the needs and strategic goals of the business and/or industry Definition of data standards (case, naming conventions, metadata etc) and integration patterns. Collaborate with business analysts, data engineers, application architects, and security teams translating business requirements into technically feasible data solutions aligned with the wider goals of the organisation Collaborate with regulatory, customer and industry partners to work towards a single version of the truth across the industry and to enable data sharing in line with an 'open data' ethos Evaluation of data related trends, tools and emerging technologies including cloud solutions, analytic platforms and data storage technologies Development and implementation of data architecture frameworks ensuring accuracy, consistency, completeness, data ethics, readiness for AI/ML integration and lineage of data Creation, maintenance and governance of Data Architecture artefacts (TOGAF) Represent all aspects of Data Architecture within the Architecture Review Board Strategic alignment of a scalable and efficient data ecosystem to meet current and future needs Establishment of a data governance framework with developed policies for data quality, security and life cycle management, ensuring regulatory and industry compliance, including UK GDPR and Data Protection Act Specialist/Technical Expertise Essential

Cyber Security Analyst Taunton, Somerset | On-site | Up to £50,000 per annum + Bonus | Permanent Our client is seeking a Cyber Security Analyst to join their IT department on a permanent basis. This is an excellent opportunity for an individual with a passion for cyber security to play a key role in protecting and enhancing the business's security posture. The successful candidate will support the monitoring, investigation and response to cyber threats, assist with vulnerability management, and help maintain secure systems, networks and infrastructure. Working closely with engineers across the IT team, you will contribute to security improvements, support compliance initiatives, and help ensure the organisation remains protected against evolving cyber risks. This role would suit someone with a strong interest in cyber security, a proactive approach to problem-solving, and a desire to develop their career within a collaborative and forward-thinking environment. Required Experience: Experience working within an IT support, infrastructure, cyber security or IT operations environment. Knowledge of core cyber security principles, including vulnerability management, threat detection and incident response. Experience monitoring and investigating security alerts and events. Understanding of network, endpoint and cloud security concepts. Familiarity with security tools such as SIEM, endpoint protection and vulnerability scanning solutions. Experience supporting security controls and maintaining secure system configurations. Knowledge of information security frameworks and standards such as ISO 27001, Cyber Essentials Plus and PCI DSS. Ability to analyse security data, identify trends and make recommendations for improvement. Strong troubleshooting, analytical and problem-solving skills. Excellent communication skills with the ability to explain technical concepts to a range of stakeholders. Due to the volume of applications received for positions, it will not be possible to respond to all applications and only applicants who are considered suitable for interview will be contacted. Proactive Appointments Limited operates as an employment agency and employment business and is an equal opportunities organisation We take our obligations to protect your personal data very seriously. Any information provided to us will be processed as detailed in our Privacy Notice, a copy of which can be found on our website

Senior Rail Operations and Systems Analyst Arup's purpose, shared values and collaborative approach have set us apart for over 80 years. Within our Rail Systems and Operations team, we bring together specialists across engineering, planning and operations to deliver integrated railway solutions that improve performance, resilience and passenger experience. Is this role right for you? We are looking for a Senior Rail Operations and Systems Analyst to join our team in London and/or Birmingham or Nottingham. This is a broad, multidisciplinary role for someone who enjoys connecting technical detail with whole railway outcomes. You will support clients in understanding, developing and integrating complex railway systems, applying systems engineering and operational principles across the full project lifecycle. Your work will contribute to the delivery of safe, reliable, operable and sustainable railways. You'll be involved in a diverse portfolio of projects, including major rail enhancement programmes, systems integration commissions, digital signalling and train control schemes, operationally led infrastructure studies, feasibility and option development, and strategic advisory work. In this role, you will apply systems engineering principles across the lifecycle, lead technical work packages on rail projects, and develop integrated, whole system solutions across disciplines. You will manage interfaces, translate operational needs into practical design outcomes, contribute to feasibility and assurance activities, communicate complex technical issues clearly, and support bids, project delivery and the development of junior team members. Qualifications A degree in Engineering, Science or a related discipline, with Chartered Engineer status (or close to achieving this) Strong experience in rail systems engineering or systems engineering within a railway environment Practical application of systems engineering principles across complex projects (e.g. requirements management, integration, V&V, assurance) Experience of rail operational planning and system modelling techniques Broad understanding of railway systems and how disciplines interact (e.g. signalling, rolling stock, power, communications and operations) Experience leading technical tasks or work packages, with strong stakeholder collaboration and communication skills Beneficial experience Systems integration or digital signalling (e.g. ETCS, CBTC, train control systems) Operationally led infrastructure development or feasibility studies Requirements tools, structured SE processes, or assurance activities Supporting bids, proposals or client engagement What we offer you Guided by our values, we provide an attractive total reward package that recognises the contribution of each of our members to our shared success. As well as competitive, fair and equitable pay, we offer a career in which all of our members can belong, grow and thrive - through benefits that support health and wellbeing, a wide range of learning opportunities and many possibilities to have an impact through the work they do. We also provide Private medical insurance, Life assurance, Accident insurance and Income protection cover. In addition, you'll have access to flexible benefits to help you look after all aspects of your wellbeing and give you the freedom and flexibility to find the best solutions for you, your family, and your individual needs. Different people, shared values Arup is an equal opportunity employer that actively promotes and nurtures a diverse and inclusive workforce. We welcome applications from individuals of all backgrounds, regardless of age (within legal limits), gender identity or expression, marital status, disability, neurotype or mental health, race or ethnicity, faith or belief, sexual orientation, socioeconomic background, and whether you're pregnant or on family leave. We are an open environment that embraces diverse experiences, perspectives, and ideas - this drives our excellence.

Application ArchitectApplylocations: GBR-Nottingham-1 Chapel Qtrtime type: Full timeposted on: Posted Todayjob requisition id: R Job Title: Application Architect - World-Check One About Us: LSEG (London Stock Exchange Group) is more than a diversified global financial markets infrastructure and data business. We are dedicated, open-access partners with a dedication to excellence in delivering the services our customers expect from us. With extensive experience, deep knowledge and worldwide presence across financial markets, we enable businesses and economies around the world to fund innovation, manage risk and create jobs. It's how we've contributed to supporting the financial stability and growth of communities and economies globally for more than 300 years. Through a comprehensive suite of trusted financial market infrastructure services - and our open-access model - we provide the flexibility, stability and trust that enable our customers to pursue their ambitions with confidence and clarity.LSEG is headquartered in the United Kingdom, with significant operations in 70 countries across EMEA, North America, Latin America and Asia Pacific. We employ 25,000 people globally, more than half located in Asia Pacific. LSEG's ticker symbol is LSEG. Our People: People are at the heart of what we do and drive the success of our business. Our culture of connecting, creating opportunity and delivering excellence shape how we think, how we do things and how we help our people fulfil their potential. We embrace diversity and actively seek to attract individuals with unique backgrounds and perspectives. We break down barriers and encourage teamwork, enabling innovation and rapid development of solutions that make a difference. Our workplace generates an enriching and rewarding experience for our people and customers alike. Our vision is to build an inclusive culture in which everyone feels encouraged to fulfil their potential.We know that real personal growth cannot be achieved by simply climbing a career ladder - which is why we encourage and enable a wealth of avenues and interesting opportunities for everyone to broaden and deepen their skills and expertise. As a global organisation spanning 70 countries and one rooted in a culture of growth, opportunity, diversity and innovation, LSEG is a place where everyone can grow, develop and fulfil your potential with meaningful careers. Role Overview The Application Architect plays a key technical role within the Risk Intelligence Engineering organisation, contributing to the architecture and technical direction of applications and services within the World Check One platform.This role focuses on application level architecture, design quality, and technical guidance , working closely with Solution Architects, Product Owners, and engineering teams. You will help translate business and non functional requirements into robust, scalable designs while ensuring alignment with architectural standards and long term platform strategy.The environment is cloud native and distributed, supporting high volume, low latency workloads with strong security, reliability, and governance requirements. Key Responsibilities Application Architecture & Design Contribute to and shape application architectures aligned with enterprise and solution level standards Translate functional and non functional requirements into clear, pragmatic architectural designs Promote architectural consistency, reuse, and good design practices across application components Governance & Technical Quality Apply and promote architectural principles, security standards, and engineering best practices Review significant technical design decisions within the application scope, working collaboratively with engineering and solution architecture teams Ensure solutions meet required quality attributes including performance, resilience, scalability, and maintainability Technical Leadership & Collaboration Act as a recognised technical point of reference for development teams working on World Check One applications Collaborate closely with Solution Architects, Product Owners, and Business Analysts to evaluate design options and trade offs Influence technical decisions through expertise and clear communication rather than formal authority Cloud & Distributed Systems Guide the design of cloud native, AWS hosted applications, considering resilience, security, operability, and cost Advise on appropriate use of REST APIs, messaging, data stores, caching, and integration patterns Ensure operational concerns such as observability, supportability, and deployment are considered early in design Continuous Improvement Contribute to architectural roadmaps and the ongoing evolution of the World Check One platform Validate architectural approaches where appropriate through lightweight proofs of concept Support continuous improvement in architectural practices, patterns, and technical standards Skills & Experience Essential Experience working in an application architecture or senior engineering role within distributed systems Strong understanding of backend application design, API design, and data modelling Solid experience with Java and Spring Boot in production environments Practical experience designing and operating AWS based applications in a cloud native environment Working knowledge of containerised architectures, messaging patterns, and distributed data stores Understanding of Infrastructure as Code concepts and modern CI/CD practices Sound understanding of security, authentication, and authorisation concepts Strong communication skills, with the ability to explain technical concepts clearly to both technical and non technical audiences Ability to influence technical decisions and collaborate effectively across teams Desirable Understanding of performance, scalability, and resilience engineering Awareness of observability practices such as metrics, logging, and distributed tracing Deeper exposure to event driven architectures and asynchronous messaging at scale Experience optimising performance, resilience, and cost in production cloud environments Familiarity with modern front end architectures and integration patterns Hands on experience building or evolving CI/CD pipelines and infrastructure using IaC tools Experience working in financial services, risk, compliance, or other regulated environments The Person Pragmatic architectural thinker with strong engineering fundamentals Comfortable working across technical and business stakeholders Confident operating in complex environments with competing priorities Collaborative and influential, able to guide teams through technical expertise Curious, proactive, and committed to building high quality, sustainable systems Career Stage: Senior Associate London Stock Exchange Group (LSEG) Information: Join us and be part of a team that values innovation, quality, and continuous improvement. If you're ready to take your career to the next level and make a significant impact, we'd love to hear from you.LSEG is a leading global financial markets infrastructure and data provider. Our purpose is driving financial stability, empowering economies and enabling customers to create sustainable growth.Our purpose is the foundation on which our culture is built. Our values of Integrity, Partnership , Excellence and Change underpin our purpose and set the standard for everything we do, every day. They go to the heart of who we are and guide our decision making and everyday actions.Working with us means that you will be part of a dynamic organisation of 25,000 people across 65 countries. However, we will value your individuality and enable you to bring your true self to work so you can help enrich our diverse workforce.We are proud to be an equal opportunities employer. This means that we do not discriminate on the basis of anyone's race, religion, colour, national origin, gender, sexual orientation, gender identity, gender expression, age, marital status, veteran status, pregnancy or disability, or any other basis protected under applicable law. Conforming with applicable law, we can reasonably accommodate applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs.You will be part of a collaborative and creative culture where we encourage new ideas. We are committed to sustainability across our global business and we are proud to partner with our customers to help them meet their sustainability objectives. Our charity, the LSEG Foundation provides charitable grants to community groups that help people access economic opportunities and build a secure future with financial independence. Colleagues can get involved through fundraising and volunteering.LSEG offers a range of tailored benefits and support, including healthcare, retirement planning, paid volunteering days and wellbeing initiatives.Please take a moment to read this privacy notice carefully, as it describes what personal information London Stock Exchange Group (LSEG) (we) may hold about you, what it's used for, and how it's obtained, your rights and how to contact us as a data subject.

Sr. Data Engineer, EU Books Analytics and Engineering Job ID: Amazon EU SARL (UK Branch) Amazon EU Books serves millions of customers across European markets with one of the world's largest book selections, spanning Kindle, print, and audiobook formats. The EU Books BI and Data Engineering team is transforming from a traditional reporting function into an AI-enabled decision intelligence engine. We are building the data foundation that powers self-service analytics, predictive models, and domain specific AI applications across the EU Books organization. We are looking for a Data Engineer III to own and evolve the data architecture that supports multiple business domains including Demand, Pricing, Deals, Finance, and EU Books Leadership. You will build the infrastructure layer that connects raw business signals into reliable, governed, model ready datasets, enabling both operational reporting and the advanced analytics capabilities we are building toward. The current data landscape spans multiple systems, teams, and marketplaces. You will consolidate, govern, and automate it, reducing stakeholder dependence on manual BI work and enabling self service access at scale. Key job responsibilities Own and evolve team level data architecture: ingestion, transformation, storage, serving, and monitoring across multiple EU marketplaces and business domains Design and build scalable, self healing data pipelines that integrate business signals from diverse sources (demand, pricing, customer behavior, operational metrics) Define data models and schemas optimized for both operational reporting and statistical/econometric model consumption Build automated data quality frameworks that ensure accuracy and reliability for high stakes business decisions Engineer self service data access through metadata rich catalogs, governed query layers, and dashboard ready datasets that enable stakeholders to answer recurring questions without BI mediation Build the measurement infrastructure for business experiments (A/B tests, weblabs), ensuring clean experiment data and statistically valid result datasets Drive cost optimization and data governance across the analytics data estate: lineage tracking, metric definitions, access controls, and SLA definitions Partner with BIEs, business stakeholders, and cross functional teams to translate analytical requirements into robust, scalable data solutions Contribute to the team's AI Engineering roadmap by building the data backbone that domain specific AI applications consume (automated narratives, anomaly detection, natural language data access) Break complex cross domain problems into parallel workstreams and coordinate delivery across contributors A day in the life: You start your day reviewing pipeline health across 50+ recurring jobs via the monitoring dashboard you helped build. Mid morning, you partner with a BIE to design a new datamart schema for a business experiment launching across multiple marketplaces. After lunch, you debug a data quality issue in a cross domain pipeline, then join a sprint sync where engineers share progress signals. Late afternoon, you architect the data layer for an AI agent that will let analysts query demand drivers conversationally. Your work feeds dashboards leadership uses weekly and AI tools that are reshaping how the organization operates. About the team We are a distributed team of data and business intelligence engineers across Europe, transforming EU Books analytics from traditional reporting into an AI enabled decision intelligence engine. Operating across four pillars - Data Engineering, Business Intelligence, Advanced Analytics, and AI Engineering - we support Demand, Pricing, Deals, Finance, and Kindle Unlimited across 15 European marketplaces. We build self healing pipelines, AI powered tools, and self service platforms that let business teams act faster. Our culture values ownership, craftsmanship, and depth over breadth - L6 engineers own workstreams end to end with full autonomy. Basic Qualifications Experience with data modeling, warehousing and building ETL pipelines Experience with SQL Experience in at least one modern scripting or programming language, such as Python, Java, Scala, or NodeJS Experience mentoring team members on best practices Experience as a Data Engineer or in a similar role Preferred Qualifications Experience communicating with users, other technical teams, and management to collect requirements, describe data modeling decisions and data engineering strategy Experience providing technical leadership and mentoring other engineers for best practices on data engineering Knowledge of distributed systems as it pertains to data storage and computing Experience building/operating highly available, distributed systems of data extraction, ingestion, and processing of large data sets Amazon is an equal opportunities employer. We believe passionately that employing a diverse workforce is central to our success. We make recruiting decisions based on your experience and skills. Protecting your privacy and the security of your data is a longstanding top priority for Amazon. Please consult our Privacy Notice to know more about how we collect, use and transfer the personal data of our candidates. Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status. Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit for more information. If the country/region you're applying in isn't listed, please contact your Recruiting Partner.

IT Business Analyst Newport (Hybrid) Initial 6 Month Contract OUTSIDE IR35 450 Per Day Yolk recruitment are currenlty hiring for an IT Business Analyst on an intial 6 month contract with likely extension. This isn't a delivery heavy BA role. It's very much about the front end shaping ideas, defining scope, and helping senior stakeholders make confident, well informed investment decisions. The Role You'll sit right at the start of the project lifecycle, taking early ideas and turning them into clear, structured, investment ready proposals that can actually move forward. Day to day, you'll be: Defining project scope, objectives, and high-level requirements Running workshops and working closely with stakeholders to capture and challenge requirements Partnering with technical architects to shape viable solution options Supporting or leading supplier selection and tender processes where needed Pulling together clear investment papers covering cost, risk, timelines, and benefits Juggling multiple workstreams and helping drive decisions at senior level Projects will vary across areas like regulatory change, finance, customer operations, and core IT/infrastructure transformation. What they're looking for This role suits an experienced Senior Business Analyst who's comfortable operating in a structured, governance-led environment and isn't afraid to get stuck into the detail early on. You'll bring: Strong Senior BA experience across multiple complex projects Confidence running workshops and pulling together clear, usable requirements Experience in regulated or complex environments Comfort working with senior stakeholders and influencing decisions Strong organisation skills with the ability to manage competing priorities independently Desirable experience It would be great if you also bring some of the following: Early-stage project definition or discovery work Procurement, tendering, or supplier engagement Business case or investment paper writing Infrastructure or IT transformation (rather than purely software delivery) Experience in utilities or other heavily regulated industries BCS Diploma or equivalent

Solution Architect Sheffield- (Hybrid) £500 - £525 emagine is a high-end professional services consultancy and solutions firm Specialising in providing business and technology services to the financial services sector, we power progress, solve challenges and deliver real results through tailored high-end consulting services and solutions. We have created a culture of openness and integrity by building genuine and strong relationships and partnerships, enabling us to be uncompromising in our dedication in delivering the optimal service for our clients. Our commitment is not just towards our clients but we aim to foster a positive and equitable working environment with our consultants and colleagues which stems from our core values: Confident, Dedicated, Responsible, Genuine. emagine consulting is seeking a Payments Business Analyst with experience in regulated financial services, ideally with exposure to Private Banking and Wealth Management environments. We are seeking a Solution Architect with a strong background in technology and an emphasis on KYC processes to join a dynamic team focused on driving the digitalization of key client processes. The ideal candidate will possess a deep understanding of client onboarding, product fulfillment, and client data maintenance, while leveraging modern technologies such as Generative AI, Machine Learning, Microservices, DevSecOps, and Cloud-based architectures. This role offers an opportunity to significantly impact the client experience and lead large-scale transformations across the organization. Main Responsibilities Demonstrate strong KYC and CDD process domain knowledge. Collaborate with Senior Business and IT stakeholders to evaluate various technical products and solutions while showcasing excellent stakeholder management. Work with Architects and Engineering teams to define end-to-end solution designs. Partner with Architects to define interim and target state solutions aligning with the department's strategic architecture. Guide developers in implementing high-quality technical solutions based on agreed designs, adhering to industry-standard development practices. Deliver hands-on code to production while supporting the architecture and design aligned with a microservices structure. Lead the end-to-end delivery of software, from analysis through release and support. Advise the team on the adoption of design patterns, best practices, and guidelines. Participate in production support and incident management as necessary. Possess strong knowledge of application-level security and infrastructure design patterns. Have excellent knowledge of application containerization design. Demonstrate proficiency in Front End and Back End technologies, particularly ReactJS and Java Server Side development. The ideal candidate should possess: Expertise in microservices architecture and the ability to develop and document REST APIs . Good knowledge of database schema design with experience in SQL and relational databases, particularly PostGreSQL . Proven experience leading engineering in global teams and managing high cadence production changes while applying good CI/CD practices. Strong understanding and experience in architecture documentation using tools like Visual Paradigm and Bizz Design. Knowledge of cloud security architecture, especially with Google Cloud or AWS . Familiarity with integration patterns and data modelling concepts. Hands-on coding expertise in Java is preferred. Excellent communication and interpersonal skills. A flexible approach to delivery responsibility. Exposure to Machine Learning and AI concepts. Familiarity with network and infrastructure security. Our people The ideal consultants will share our values and be aligned with our ways of working and as your career progresses, you can expect to work across all areas of the project life cycle, from strategy to implementation. This will provide you with a broad base of experience from which to build an outstanding career. The ideal consultants will share our values and be aligned with our ways of working and as your career progresses, you can expect to work across all areas of the project life cycle. Interested? At emagine, we are committed to building an international and diverse team by embracing our different backgrounds. If you are up to the challenge and would like to find out more, get in touch with us immediately, our internal recruitment team is always keen to hear from dynamic individuals that are looking to further their career and explore their full potential. emagine is an equal opportunity employer, and employment practices are based strictly on merit. It is the policy of the Company to give equal opportunity in employment regardless of sex, sexual orientation, marital status, race, age, disability, gender reassignment, pregnancy and maternity, religion or ethnic origin

Location: Warrington, UK Work Mode: Office Based Employment Type: Contract Duration: 12 Months Rate: £150 per day Positions Available: 2 Shift Requirement: Shift-based role The Role We are seeking an IT Service Desk & Event Management Analyst to provide first and second-line support to end users while proactively monitoring IT infrastructure and services. The successful candidate will play a key role in incident management, service request fulfilment, system monitoring, event correlation, and escalation management to ensure uninterrupted business operations. Key Responsibilities Service Desk Support Act as the first point of contact for IT incidents and service requests via phone, email, chat, and ticketing systems. Provide second-line support for desktop and application issues escalated from first-line teams. Troubleshoot and resolve issues relating to desktops, laptops, mobile devices, enterprise applications, printers, and network connectivity. Deliver remote and deskside support, escalating complex issues to third-line teams when necessary. Log, track, prioritise, and manage tickets within the ITSM platform while ensuring SLA compliance. Provide clear, professional, and customer-focused technical guidance. Administer user accounts across Active Directory, Microsoft 365, VPN, email, and related systems. Create and maintain knowledge base documentation to support continuous improvement. Participate in shift coverage as required. Coordinate major incident communications and support the incident management life cycle through to resolution. Monitoring & Event Management Proactively monitor IT infrastructure, applications, and services using enterprise monitoring tools. Detect, log, and correlate system-generated alerts to distinguish genuine incidents from false positives. Analyse events to identify potential service degradation, risks, and emerging issues. Escalate critical alerts and initiate incident management processes when required. Ensure events are appropriately categorised, documented, and linked to related incidents and problems. Support reporting activities relating to incident trends, system performance, and event management effectiveness. Essential Skills & Experience Experience working in IT Service Desk and End-User Support environments (1st and 2nd Line Support). Strong knowledge of Windows and/or Mac operating systems. Experience supporting Microsoft 365 and common enterprise applications. Familiarity with IT Service Management tools such as ServiceNow, Remedy, or similar platforms. Strong analytical and problem-solving skills with the ability to identify trends and patterns. Excellent communication and customer service skills. Desirable Skills ITIL Foundation Certification. What We're Looking For A customer-focused support professional with strong troubleshooting skills. Someone who can work effectively in a fast-paced operational environment. The ability to manage multiple priorities while maintaining attention to detail. Strong communication skills and a collaborative approach to problem solving. Experience supporting critical business services and responding to incidents within agreed service levels.

Job Title: Snowflake Data Architect Salary: Paying up to £90,000 per annum Location: Wembley London - 5 days on-site Our client, a well-established and diversified multinational organisation, is seeking a Snowflake/Data Architect to join their team. Skills Solid experience in Data Engineering or Data Architecture, with a minimum of 4 years specialising in Snowflake platform design and governance. Data Architecture: Mastery of Data Warehouse design methodologies - Inmon, Kimball, and Data Vault 2.0 - with the judgement to apply the right pattern for the right use case. Technical Skills: Expert SQL and Python; hands-on experience with dbt (data build tool) or equivalent transformation frameworks. AWS Integration : Solid understanding of AWS IAM, S3 data lake patterns, and PrivateLink for cross-cloud data connectivity. AI Readiness : Practical experience architecting data infrastructure for AI/ML consumption - vector databases, embedding stores, and RAG pipeline integration. Soft Skills: Strong interpersonal skills; ability to translate complex data architecture into clear language for Business Analysts and non-technical stakeholders. Duties Data Modelling Standard: defining Star Schema patterns, Snowflake object hierarchies, and modelling conventions that serve as the Group-wide standard for all data products. Cross-Cloud Orchestration : Design and implement secure, high-throughput data pipelines connecting AWS S3 and Azure APIs through Snowflake - ensuring data integrity, lineage tracking, and end-to-end auditability. Snowflake Governance : Own the full security model for the Snowflake platform - RBAC policy design, dynamic data masking, row-level security, and comprehensive audit logging across all environments. FinOps for Data: Monitor Snowflake credit consumption patterns, identify and remediate high-cost query anti-patterns, and implement warehouse scheduling strategies to reduce operational data spend. AI Readiness: Architect data stores purpose-built for LLM consumption - including vector databases, embedding pipelines, and RAG-compatible data structures that will serve as the foundation for Bestway's AI product layer. Data Contracts : Partner with Business Analysts to formally define and document 'Data Contracts' between systems - creating clear, agreed interfaces between producers and consumers across the data platform.