Find your next tech and IT Job or contract Data analysis in Scotland

What you need to know about Data analysis

Data analysis is the process of examining, transforming and interpreting raw data to extract useful information, identify trends and support decision-making. This field is central to many sectors, such as finance, marketing, healthcare or sciences. The data analysis process includes several steps: collecting data from various sources, cleaning it to ensure quality, exploring it using statistical tools, and visualizing it to facilitate understanding. Popular tools for data analysis include Excel, Python (with libraries like Pandas and NumPy), R, and software like Tableau or Power BI. Thanks to data analysis, organizations can better understand their environment, anticipate behaviors, and optimize their operations. It's a key skill in the data era, essential for data scientists, business analysts and decision-makers.

Check out the latest IT & tech jobs in Scotland, where cities like Edinburgh and Glasgow are leading in tech innovation.

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Contractor

Contractor job
Business Analyst

LA International Computer Consultants Ltd
Published on

30 months
Bellshill, Scotland, United Kingdom
Role Title: Business Analyst Location: Glasgow Duration: 31/12/2026 Days on site: 2-3 Rate INSIDE IR35 £358 MUST BE THROUGH UMBRELLA Role Description: The Recon Business Data Analyst will play a key role in delivering accurate, efficient, and automated reconciliation processes across complex financial systems. This role is responsible for analysing end to end transaction flows, identifying mismatches, defining data transformation rules, supporting reconciliation tooling enhancements, and ensuring controlled resolution of breaks. The analyst will collaborate closely with business, operations, technology, and risk teams to strengthen reconciliation accuracy, compliance, and reporting. ________________________________________ Key Responsibilities Business Analysis & Requirements * Analyse current reconciliation processes (transaction, settlement, fees, GL, suspense, exception management, etc.). * Gather, document, and validate business requirements for reconciliation improvements and system transformations. * Define data mapping rules, matching logic, exception criteria, and break classification frameworks. * Translate business needs into functional specifications for technology teams. Data Analysis & Reconciliation * Perform deep-dive analysis on transaction, payment, and settlement datasets to identify errors, mismatches, and root causes. * Develop analysis artefacts including data dictionaries, lineage diagrams, and flow visualisations. * Work with finance, operations, and product teams to resolve recon breaks and track them to closure. * Validate data integrity across multi source platforms (core banking, gateways, payment processors, GL systems). Transformation & Automation * Support implementation of reconciliation tools (e.g., Fiserv/ReconNET, FIS Intellimatch, SmartStream TLM, Oracle FS). * Contribute to automation of matching rules, break workflows, and reporting dashboards. * Participate in UAT planning, test case creation, execution, and defect management. * Support migration and transformation activities involving new platforms, system upgrades, or regulatory changes. Controls & Reporting * Ensure reconciliation processes align with regulatory, audit, and compliance standards. * Produce MI dashboards and insights for senior stakeholders on break trends, volumes, and SLA performance. * Maintain strong documentation covering processes, controls, test results, and operational procedures. ________________________________________ Required Skills & Experience * Strong experience in reconciliation processes within banking, payments, merchant acquiring, cards, or financial operations. * Advanced data analysis skills using SQL, Excel, Power BI/Tableau, or similar tooling. * Understanding of transaction lifecycles across payments, settlement, GL posting, and ledger systems. * Experience working with reconciliation platforms or building custom matching logic. * Strong analytical and problem solving skills with ability to translate data insights into actions. * Excellent documentation skills (BRD, FRD, data mapping, rules definition, workflows). * Ability to work with cross functional teams across business, finance, operations, and technology. ________________________________________ Preferred Qualifications * Experience with large-scale transformation/migration programmes (Payments, Finance, or Core Banking). * Familiarity with ISO 8583/20022 messages, card scheme settlement files, merchant acquiring flows, or payment gateway data. * Knowledge of regulatory requirements related to reconciliation and financial reporting. * Exposure to automation technologies (Python, Alteryx, SQL scripting, or cloud-based data pipelines). * Experience with Agile delivery frameworks (Scrum, Kanban). ________________________________________ Soft Skills * Strong stakeholder management and communication skills. * Ability to work in fast-paced project environments with tight deadlines. * Detail-oriented mindset with high accountability for accuracy. * Proactive approach to issue identification and resolution. Please send your latest CV LA International is a HMG approved ICT Recruitment and Project Solutions Consultancy, operating globally from the largest single site in the UK as an IT Consultancy or as an Employment Business & Agency depending upon the precise nature of the work, for security cleared jobs or non-clearance vacancies, LA International welcome applications from all sections of the community and from people with diverse experience and backgrounds. Award Winning LA International, winner of the Recruiter Awards for Excellence, Best IT Recruitment Company, Best Public Sector Recruitment Company and overall Gold Award winner, has now secured the most prestigious business award that any business can receive, The Queens Award for Enterprise: International Trade, for the second consecutive period.

Contract roles and jobs for Data analysis

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The Data Scientist analyzes complex data to extract trends, design predictive models, and provide actionable insights for strategic decision-making.

Data Analyst

The Data Analyst conducts detailed data analysis to answer specific questions, create reports, and visualize results to support operational decisions.

Business Intelligence Consultant (PowerBI, SAS, Tableau...)

The Business Intelligence Consultant (PowerBI, SAS, Tableau...) uses analysis and visualization tools to transform raw data into clear, actionable information for business teams.

Data Developer (BI / Big Data / Data Engineer)

The Data Developer (BI / Big Data / Data Engineer) designs data pipelines, cleans and prepares datasets for advanced analytics, and develops solutions tailored to data needs.

1 results

Contracts

Contractor Permanent

Location
1

Scotland, United Kingdom

Remote type

Hybrid Remote On-site

Rate minimum.

£150 £1300 and more

Salary minimum

£20k £250k

Experience

0-2 years experience 3 to 5 years experience 6 to 10 years experience +10 years experience

Date posted

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