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507 results
Fixed term

Job VacancyData Engineer

LA International Computer Consultants Ltd
Published on

7 months
SW1A 2AH, City of Westminster, England, United Kingdom
Job title: Data Engineer Location: London (Hybrid) Contract Length: 12 Months Service: Hybrid Cloud & Data Service Area: Big Data Services Day rate: £511.50 IR35: Inside Overview We are seeking an experienced Data Engineer to join a leading Hybrid Cloud & Data team, supporting large-scale data transformation and migration initiatives. The successful candidate will be responsible for designing, developing, and maintaining DataStage pipelines, ensuring the efficient extraction, transformation, and loading (ETL) of data from source systems into target data models. Working within a collaborative delivery environment, you will play a key role in data integration, migration, testing, and deployment activities while engaging with stakeholders across technical and business teams. Key Responsibilities * Design, develop, and maintain DataStage ETL pipelines. * Build robust data integration solutions to support business and project requirements. * Transform, cleanse, and migrate data between complex source and target systems. * Apply MOSAIC or equivalent data migration methodologies to ensure successful project delivery. * Develop and maintain XML and XSLT components for data transformation activities. * Collaborate with architects, analysts, developers, and business stakeholders to define data requirements and solutions. * Utilise Jira for project management, sprint planning, issue tracking, and workflow management. * Perform unit testing, system testing, and defect resolution activities. * Execute and monitor DataStage jobs, ensuring high levels of performance, reliability, and data quality. * Support production releases and provide troubleshooting for data-related issues. * Contribute to continuous improvement initiatives and best practices within the data engineering function. Required Skills & Experience * Strong commercial experience with DataStage Designer and ETL development. * Proven experience designing and maintaining complex DataStage pipelines. * Knowledge of MOSAIC, Data Migration Methodologies, or equivalent data migration frameworks. * Strong experience with XML and XSLT for data transformation and integration. * Practical experience using Jira for project and issue management. * Ability to test solutions, validate data quality, and execute DataStage jobs. * Strong analytical and problem-solving skills. * Excellent communication and stakeholder management abilities. * Experience working within Agile delivery environments. * Proactive mindset with a commitment to continuous improvement and learning. Desirable Skills * Experience delivering large-scale data migration programmes. * Knowledge of cloud-based data platforms and modern data architectures. * Experience within enterprise-scale transformation programmes. * Familiarity with data governance, data quality, and data lineage principles. What's on Offer * 12-month contract on a high-profile data transformation programme. * Hybrid working arrangement based in London. * Opportunity to work on complex data integration and migration projects. * Collaborative environment alongside experienced data and cloud professionals. LA International is an award-winning partner of choice for many of the world's most influential companies and government organisations. Holding Enhanced Government Security Accreditation, we are recognised as the European market leader in the delivery of Security Cleared talent to organisations that demand the very highest levels of security, compliance and assurance. A multiple award-winning organisation, having secured the prestigious Queens Award for Enterprise: International Trade over consecutive years. We are committed to fostering an inclusive, equitable and accessible workplace where everyone feels valued and supported. We welcome applications from all individuals, regardless of background or identity, and we encourage candidates who may not meet every listed requirement to still apply. If you require any adjustments or support during the recruitment process, please let us know and we will work with you to ensure a fair and accessible experience. Please Note: If a high volume of applications is received, only candidates shortlisted will be contacted.
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Fixed term

Job VacancyMI Analyst with MS SQL Server

Nexus Jobs Limited
Published on

£45k-50k
London, England, United Kingdom
MI Analyst with MS SQL Server - City London Our Client is an international bank with offices in the City London. They are looking to recruit an MI Analyst with at least 5 years experience of MS SQL Server, SSIS, SSRS, and Sharepoint. The main elements of the role are follows: - Work within MI team in supporting and delivering all aspects of MI - BAU encompassing data warehouse back end maintenance and Housekeeping - Support annual Disaster Recovery invoking/testing - Contribute to design, build and implementation of new reports and applications/interfaces. - Facilitate internal/external Audits and Penetration Testing. Remediation General Skills -Experience working within mission-critical environments -Experience in operational deployments -Maintains required industry recognised skills through training and self-study methods Technical Skills -In-depth knowledge of MS SQL -In-depth knowledge of SDLC -C# Development (advantageous) Technologies SQL - TSQL, SSIS and SSRS. SQL - DBA. SharePoint & InfoPath. Hyperion (Oracle EPM). C# Any experience of process automation and Equation/iSeries DB knowledge. SWIFT. AIX would be very handy. Good interpersonal skills Thorough and reliable Technically competent Ability to work unsupervised This is 6 month full-time permanent role. The salary will be £45K - £50K pro-rata. It is intended that you will work 2 days from the office and 3 days remotely from home for the foreseeable future. Do send your CV to us in Word format along with your salary and availability.
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Contractor

Contractor jobSenior AWS DevOps Engineer - SC Cleared - Remote

LA International Computer Consultants Ltd
Published on

6 months
England, United Kingdom
Senior AWS DevOps Engineer - Remote Working Must have an Active SC Clearance Senior AWS DevOps Engineer Responsibilities - Deliver senior-level AWS DevOps engineering activities within the Home Office environment. - Apply previous Home Office ACP experience to support platform-related engineering and delivery activities. - Support the development, maintenance and improvement of AWS DevOps processes. - Collaborate with engineering and delivery teams to resolve technical challenges. - Contribute to reliable, secure and efficient DevOps delivery. - Provide technical guidance and support to engineering colleagues. Senior AWS DevOps Engineer Skills and Experience - Proven senior-level AWS DevOps engineering experience. - Previous experience working directly with the Home Office Application Container Platform (ACP) is essential. - Strong general AWS DevOps engineering knowledge and practical experience. - Experience working within secure Government IT environments. - Strong technical troubleshooting and problem-solving skills. - Ability to work collaboratively with technical teams and stakeholders. - GitHub Actions experience would be advantageous. - Relevant AWS or DevOps certifications would be beneficial but are not mandatory. To apply, please send your CV by pressing the apply button. Due to high volume of applications, only shortlisted CVs will be contacted. Due to the nature and urgency of this post, candidates holding or who have held high level security clearance in the past are most welcome to apply. Please note successful applicants will be required to be security cleared prior to appointment which can take a minimum 10 weeks. LA International is an award-winning partner of choice for many of the world's most influential companies and government organisations. Holding Enhanced Government Security Accreditation, we are recognised as the European market leader in the delivery of Security Cleared talent to organisations that demand the very highest levels of security, compliance and assurance. An award-winning organisation, having secured the prestigious Queens Award for Enterprise: International Trade over multiple years. We are committed to fostering an inclusive, equitable and accessible workplace where everyone feels valued and supported. We welcome applications from all individuals, regardless of background or identity, and we encourage candidates who may not meet every listed requirement to still apply. If you require any adjustments or support during the recruitment process, please let us know and we will work with you to ensure a fair and accessible experience. Please Note: If a high volume of applications is received, only candidates shortlisted will be contacted.
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Permanent

Job VacancySenior Data Scientist – AI

CGI
Published on

Gloucester, England, United Kingdom
At CGI, our Data Scientists turn advanced AI and machine learning into solutions that create meaningful outcomes for clients. As a Senior Data Scientist, you will take ownership of developing and deploying production-ready AI/ML solutions, helping organisations harness emerging technologies including Generative AI. Working alongside a collaborative community of data, cloud and technology specialists, you will have the freedom to explore new approaches while applying strong engineering principles to deliver scalable, trusted solutions. From shaping ideas and experimenting with models to deploying them in AWS environments, you will influence technical direction, share your expertise and continue developing your capabilities while helping CGI and our clients realise greater value from data and AI. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, you will need to hold UK Security Clearance or be eligible to go through this clearance. This role is based on site in Gloucester full time. #LI-JK1
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Permanent

Job VacancySenior Warehouse Automation Test Engineer

Computer Futures
Published on

£55k
West Midlands, United Kingdom
WCS Test Engineer Overview We are seeking a highly capable WCS Test Engineer to take ownership of testing Warehouse Control System solutions within complex warehouse automation environments. This role will be responsible for designing, planning, and executing comprehensive testing activities across WCS integrations, ensuring robust system performance before deployment to customer sites. The ideal candidate will possess strong technical knowledge of warehouse automation systems and have experience leading testing activities, developing test strategies, and validating integrations across multiple technologies including WMS platforms, PLCs, AMRs, and other automation equipment. Key Responsibilities Design, develop, and execute comprehensive test plans and test cases for Warehouse Control System (WCS) solutions. Analyse technical specifications, design documentation, and system requirements to create effective testing strategies. Lead testing activities throughout the project lifecycle, taking ownership of the overall testing approach and quality outcomes. Perform hands-on manual testing within emulation and simulation environments to validate system functionality prior to deployment. Validate integrations between WCS platforms and: Warehouse Management Systems (WMS) Programmable Logic Controllers (PLCs) Autonomous Mobile Robots (AMRs) Other warehouse automation and material handling systems Identify, assess, and prioritise testing activities using risk-based testing methodologies. Investigate defects, analyse root causes, and collaborate with software and engineering teams to resolve issues. Plan, coordinate, and execute Factory Acceptance Tests (FATs) and customer demonstrations. Present system functionality confidently to customers and stakeholders. Support project delivery teams by ensuring testing activities align with customer and business requirements. Produce clear and detailed testing documentation, reports, and supporting evidence throughout project delivery. Essential Experience & Skills Warehouse Automation & WCS Knowledge Strong understanding of Warehouse Control Systems (WCS) and their role within automated warehouse environments. Experience working with and testing integrations involving: WMS platforms PLC-controlled automation AMRs and robotic systems Conveyor, sortation, and other automated material handling equipment Testing Experience Demonstrable experience performing manual testing within emulation or simulation environments. Experience testing WCS functionality and system integrations before deployment to live customer environments. Practical experience with tools such as: Geek+ Experior Other warehouse automation emulation or simulation platforms Testing background gained primarily through development, integration, or bench-testing environments rather than solely through commissioning or end-user acceptance testing. Test Leadership Experience acting as the lead or primary tester on projects. Ability to define testing scope, coverage, priorities, and approach rather than simply executing pre-defined test scripts. Strong ownership mentality with the ability to drive testing activities independently. Technical Analysis Ability to review large volumes of technical documentation and translate requirements into structured test scenarios and test cases. Experience developing tests from documentation including: Functional Design Specifications (FDS) WMS integration specifications AMR interface specifications PLC interface specifications Material Flow Diagrams (MFDs) Mechanical and system design documentation Risk-Based Testing Strong understanding of risk-based testing principles. Ability to identify: High-risk functional areas Potential failure points Business and customer impacts Appropriate levels of test coverage Stakeholder & Customer Interaction Experience leading Factory Acceptance Tests (FATs), customer demonstrations, or similar formal testing events. Ability to: Demonstrate system functionality to customers Respond to technical questions confidently Troubleshoot issues under pressure Communicate effectively with both technical and non-technical audiences Desirable Experience Experience supporting Site Acceptance Testing (SAT) and commissioning activities within live customer environments. Experience troubleshooting operational issues on customer sites. ISTQB Foundation Certification or willingness to obtain certification. Exposure to automated testing frameworks and test automation techniques. Experience developing automated tests within warehouse automation, integration testing, or WCS environments. Candidate Profile We are looking for a proactive and technically strong Test Engineer who enjoys understanding complex automation systems, identifying risks, and ensuring high-quality software delivery. You should be comfortable working independently, engaging directly with customers, and taking ownership of testing activities from initial requirements through to final acceptance. The successful candidate will combine strong analytical skills, a methodical testing mindset, and excellent communication abilities to support the successful delivery of industry-leading warehouse automation solutions. To find out more about Computer Futures please visit Computer Futures, a trading division of SThree Partnership LLP is acting as an Employment Business in relation to this vacancy | Registered office | 8 Bishopsgate, London, EC2N 4BQ, United Kingdom | Partnership Number | OC387148 England and Wales
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Permanent

Job VacancySoftware Engineer – Machine Learning (AI Training)

█ █ █ ██ █ █
Published on
Python
Pytorch
Scikit-learn

London, England, United Kingdom

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Permanent

Job VacancyData Engineer with SSIS and SSAS

Nexus Jobs Limited
Published on

£55k-70k
London, England, United Kingdom
Database Engineer with SQL Server and SSIS Our Client is a bank based in Central London who are looking to recruit a Database Engineer with the ability to work with SSIS. You must have solid expertise of at least 5 years experience of working with MS SQL Server and SSIS – SSIS is very important for this position. Responsible for the development and delivery of new systems to automate and streamline processes required by different departments. To support the internal IT department with changes and upgrades to software platforms. To be primary contact for all technical questions relating to in-house bespoke systems and interfacing. Database Support Supporting budgeting and financial planning processes for Finance department, including loading and refreshing of data based on requirements. Understand and conduct the front-end functionality to amend and change hierarchical structures within the environment. Debug and analyse errors and anomalies within Hyperion system as raised by Finance and to pinpoint areas of failure and correct any issues. Liaise with Finance on a daily basis to ensure smooth running of the Hyperion environment. Build data flows within the SQL environment in SSIS packages. Risk & Regulatory Duties Maintain knowledge of all applicable regulatory requirements including the Bank's Risk and Compliance policies and procedures and adhere to these to avoid exposing the Bank to undue risk. Report policy/procedure breaches and areas of potential non-compliance and suspicions promptly upon identification in accordance with the Bank's Risk and Compliance policies. Accurately execute all controls within own area to minimise risk of policy, procedure, and/or regulatory breaches. Identify new risks/control gaps within own area and escalate accordingly to your Line Manager and/or Head of Department. Qualifications/Experience Degree level qualified or equivalent. SQL Programming. Knowledge and Skills Software analysis and design. SQL query language. Data warehouse design concepts, (Inmon or Kimball) Must have solid experience of working with SSIS and building data warehouses and some knowledge of reporting using SSRS. The Client is a Bank based in the Central London. This is a 12 month FTC position with a salary of circa £55K - £70K. You will be required to be in the office at least 3 days week. Do send your CV to us in Word format along with your salary and availability.
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Apprenticeship
Permanent

Job VacancyTrainee Data Analyst

█ █ █ ██ █ █
Published on
Business Analysis
Data analysis
Data mining

£30k-50k
United Kingdom

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Permanent

Job VacancySenior AWS Platform Engineer - SC Cleared

CGI
Published on

London, England, United Kingdom
At CGI, we're shaping the future of secure digital innovation, delivering advanced technology solutions that help government and defence clients overcome complex challenges. As a Senior Platform Engineer within our Space, Defence and Intelligence business, you'll play a key role in designing and delivering secure, scalable cloud platforms that enable mission-critical services. You'll have the freedom to take ownership of technical solutions, explore emerging technologies and influence engineering best practices, supported by a collaborative community of experts. Working with modern cloud technologies and automation tools, you'll help drive innovation, improve platform performance and deliver lasting value for our clients, while developing your expertise through continuous learning and career development opportunities. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, the role is bases 5 days a week on site in Central London. You will also need to hold UK Security Clearance or be eligible to go through this clearance.
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Permanent

Job VacancyDatabase Engineer with SQL Server SSIS, SSRS and SSAS

Nexus Jobs Limited
Published on

£55k-70k
London, England, United Kingdom
Database Engineer with SQL Server SSIS, SSRS and SSAS Our Client is a bank based in Central London who are looking to recruit a Database Engineer with the ability to work with SSIS. You must have solid expertise of at least 5 years experience of working with MS SQL Server and SSIS – SSIS is very important for this position. Responsible for the development and delivery of new systems to automate and streamline processes required by different departments. To support the internal IT department with changes and upgrades to software platforms. To be primary contact for all technical questions relating to in-house bespoke systems and interfacing. Database Support Supporting budgeting and financial planning processes for Finance department, including loading and refreshing of data based on requirements. Understand and conduct the front-end functionality to amend and change hierarchical structures within the environment. Debug and analyse errors and anomalies within Hyperion system as raised by Finance and to pinpoint areas of failure and correct any issues. Liaise with Finance on a daily basis to ensure smooth running of the Hyperion environment. Build data flows within the SQL environment in SSIS packages. Risk & Regulatory Duties Maintain knowledge of all applicable regulatory requirements including the Bank's Risk and Compliance policies and procedures and adhere to these to avoid exposing the Bank to undue risk. Report policy/procedure breaches and areas of potential non-compliance and suspicions promptly upon identification in accordance with the Bank's Risk and Compliance policies. Accurately execute all controls within own area to minimise risk of policy, procedure, and/or regulatory breaches. Identify new risks/control gaps within own area and escalate accordingly to your Line Manager and/or Head of Department. Qualifications/Experience Degree level qualified or equivalent. SQL Programming. Knowledge and Skills Software analysis and design. SQL query language with SSIS SSRS and SSAS Data warehouse design concepts, (Inmon or Kimball) Must have solid experience of working with SSIS and building data warehouses and some knowledge of reporting using SSRS. The Client is a Bank based in the Central London. This is a 12 month FTC position with a salary of circa £55K - £70K. You will be required to be in the office at least 3 days week. Do send your CV to us in Word format along with your salary and availability.
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Permanent

Job VacancySenior Infrastructure Engineer (DV Security Clearance)

CGI
Published on

Chippenham, England, United Kingdom
At CGI, you will play a pivotal role in delivering secure, scalable infrastructure solutions that underpin critical operations across the Space, Defence and Intelligence sectors. Working at the forefront of innovation, you will design, build and manage modern enterprise environments that enable mission success and drive measurable outcomes for our clients. You will contribute to high-impact programmes, shaping resilient platforms while collaborating with experts in a culture that values accountability, technical creativity, and continuous development. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, you will need to hold UK Security Clearance or be eligible to go through this clearance. This position will be based in the CGI Chippenham office 5 days a week.
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Permanent

Job VacancySenior Network Engineer (DV Security Clearance)

CGI
Published on

Chippenham, England, United Kingdom
As a Senior Network Engineer at CGI, you will play a pivotal role in safeguarding and advancing the networks that power our clients' most critical missions. You will help shape resilient, secure, and scalable infrastructure while contributing to innovative integration and design projects that drive industry transformation. This role offers the chance to take meaningful ownership of complex challenges, collaborate with expert teams, and apply your creativity to deliver future-ready network solutions. Supported by CGI's strong engineering community, you'll make a lasting impact across high-value programmes while continuously growing your skills in a dynamic and trusted environment. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, you will need to hold UK Security Clearance or be eligible to go through this clearance.
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Permanent

Job VacancySenior Front End D3 Javascript Software Engineer - Holborn

Nexus Jobs Limited
Published on

£70k-90k
Holborn, England, United Kingdom
Senior Front End D3 Javascript Software Engineer - Holborn Our Client wants to recruit a Senior Front End Software Developer with at least 7 to 10 years expertise of working with D3 React and Javascript. You will be involved with creating sophisticated, robust and easy to use web apps whilst working in a close-knit team who solve complex problems, together. The Client works with very latest cutting edge Front End Technologies. You will be working to create data-heavy applications for the Company's principle client, a major management consultancy undergoing a large-scale digital transformation. Responsibilities Delivering pixel-perfect, high-quality code in a timely manner. Creating easy to use, easy to understand applications Participate in technical discussions with technical leads and within your team. Key Skills Required: Exceptional track record in delivering quality front end engineering solutions. A thorough understanding of React.js and its core principles and workflows (such as Flux or Redux) Data visualisation experience, including with D3.js Experience with continuous integration, test automation, and monitoring You must have the following skills: Strong proficiency in JavaScript, CSS, HTML including DOM manipulation and the JavaScript object model Familiarity with RESTful APIs Knowledge of modern authorization mechanisms, such as JSON Web Token Familiarity with modern front-end build pipelines and tools Experience with common front-end development tools such as Babel, Webpack, NPM, etc. Familiarity with code versioning tools The Client is based in Holborn London. The salary for this role is in the range £70K - £90K. Please send your CV to us in Word format along with your salary and availability.
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Permanent

Job VacancySenior Data & AI Advisory Consultant

CGI
Published on

United Kingdom
At CGI, we help organisations unlock the full potential of data and AI to transform decision-making, accelerate innovation and deliver measurable business value. As a Senior Data & AI Advisory Consultant, you'll shape strategic solutions that enable our clients to navigate complexity, embrace emerging technologies and achieve lasting business outcomes. You'll take ownership of high-impact engagements, influence senior stakeholders and collaborate with talented multidisciplinary teams to turn ambitious ideas into practical results. With the freedom to think creatively, contribute to our growing Data & AI Advisory practice and access the expertise and support of our global community, you'll help shape the future of data-driven transformation while advancing your own career. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, you will need to hold UK Security Clearance or be eligible to go through this clearance. This is a hybrid position.
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Contractor

Contractor jobData & Migration Lead – Transformation ERP

MEETSHAKE
Published on
MCP
RAG
SQL

6 months
Greater London, United Kingdom
Description de la mission Suite à un rapprochement de structures, la Phase 0 vise à poser les fondations d'un modèle opérationnel unifié soutenu par une plateforme Cloud ERP unique. En tant que Data & Migration Lead, vous construirez de manière opérationnelle (hands-on) l'inventaire complet des objets de données, en cartographiant les deux environnements systèmes legacy (Oracle E-Business Suite ~1 900 utilisateurs et Microsoft Dynamics NAV 2016 ~700 utilisateurs) vers la structure cible ERP. Vous évaluerez chaque objet de données pour la migration et pour l'intégration de l'IA, définirez les règles d'alignement/fusion (match-and-merge), et établirez les règles de qualité et de gouvernance pour le cahier des charges de l'appel d'offres d'intégration. Responsabilités & Livrables clés Inventaire complet, documenté et scoré de tous les objets de données Finance, RH et Achats (grand livre, auxiliaires, clients, fournisseurs, banque, paie, RH, etc.). Plan de remédiation et de nettoyage des données priorisé selon la sévérité des anomalies. Section "Données" du dossier d'appel d'offres intégrateur (objets dans le périmètre, volumes, historique, baselines de qualité, normes de test et de bascule/cutover). Cartographie des flux de données et des flux d'intégration temporaires évalués selon leur criticité et exigences légales/fiscales (DSN, DMFA, facturation électronique). Modèle de gouvernance des données : attribution des Data Owners, Stewards, standards et glossaire métier. Spécifications de données pour l'IA (scoring des écarts, enregistrements "Golden Records", taxonomies nettoyées).
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