Analytical Skills Contracts in Edinburgh

Analytical Skills
Scotland > Edinburgh

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 11 24 25
Rank change year-on-year +13 +1 +5
Contract jobs citing Analytical Skills 81 105 146
As % of all contract jobs advertised in Edinburgh 9.18% 8.85% 7.70%
As % of the General category 13.04% 11.97% 10.46%
Number of daily rates quoted 45 75 92
10th Percentile £193 £164 £263
25th Percentile £413 £400 £344
Median daily rate (50th Percentile) £525 £478 £450
Median % change year-on-year +9.95% +6.11% +5.88%
75th Percentile £575 £575 £538
90th Percentile £630 £625 £650
Scotland median daily rate £464 £480 £450
% change year-on-year -3.39% +6.67% +5.88%
Number of hourly rates quoted 8 0 4
10th Percentile £11.96 - £31.73
25th Percentile £12.00 - £41.06
Median hourly rate £14.75 - £47.50
75th Percentile £18.75 - £50.50
90th Percentile - - £53.65
Scotland median hourly rate £14.50 £59.03 £47.50
% change year-on-year -75.44% +24.27% +265.38%

All General Skills
Edinburgh

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Edinburgh.

Contract vacancies with a requirement for common skills 621 877 1,396
As % of all contract IT jobs advertised in Edinburgh 70.41% 73.95% 73.63%
Number of daily rates quoted 347 614 1,018
10th Percentile £156 £216 £234
25th Percentile £340 £405 £400
Median daily rate (50th Percentile) £475 £475 £475
Median % change year-on-year - - +11.76%
75th Percentile £559 £545 £564
90th Percentile £663 £600 £638
Scotland median daily rate £450 £475 £475
% change year-on-year -5.26% - +11.76%
Number of hourly rates quoted 36 6 11
10th Percentile £13.38 £14.11 -
25th Percentile £16.50 £17.72 £17.50
Median hourly rate £25.09 £19.49 £26.00
Median % change year-on-year +28.73% -25.04% -49.46%
75th Percentile £60.75 £21.57 £48.75
90th Percentile £65.38 £31.34 £52.50
Scotland median hourly rate £18.00 £18.84 £37.43
% change year-on-year -4.46% -49.67% +113.52%

Analytical Skills
Job Vacancy Trend in Edinburgh

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Analytical Skills in Edinburgh

Analytical Skills
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Analytical Skills in Edinburgh.

Daily rate trend for Analytical Skills in Edinburgh

Analytical Skills
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Analytical Skills in Edinburgh over the 6 months to 12 June 2024.

Daily rate histogram for Analytical Skills in Edinburgh

Analytical Skills
Contractor Hourly Rate Trend in Edinburgh

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Edinburgh.

Hourly rate trend for Analytical Skills in Edinburgh

Analytical Skills
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (3.70%) SharePoint
2 1 (1.23%) Apache
2 1 (1.23%) Apache Airflow
2 1 (1.23%) Apache Spark
2 1 (1.23%) Confluence
Applications
1 11 (13.58%) Microsoft Excel
2 1 (1.23%) MS Visio
2 1 (1.23%) Spreadsheet
Business Applications
1 3 (3.70%) Oracle ERP
2 2 (2.47%) Dynamics CRM
2 2 (2.47%) Oracle Cash Management
2 2 (2.47%) Oracle Receivables
2 2 (2.47%) Payment Gateway
Cloud Services
1 9 (11.11%) Power Platform
2 7 (8.64%) GCP
3 5 (6.17%) Azure
3 5 (6.17%) Microsoft 365
3 5 (6.17%) OCI
4 3 (3.70%) Adverity
4 3 (3.70%) Google Data Studio
4 3 (3.70%) Google Sheets
4 3 (3.70%) Sprout Social
5 2 (2.47%) AWS
5 2 (2.47%) Dynamics 365
5 2 (2.47%) Power Automate
5 2 (2.47%) PowerApps
6 1 (1.23%) IBM Blueworks
Communications & Networking
1 8 (9.88%) SAN
2 3 (3.70%) Internet
2 3 (3.70%) Structured Cabling
3 1 (1.23%) Firewall
Database & Business Intelligence
1 9 (11.11%) Metadata
1 9 (11.11%) Oracle Database
1 9 (11.11%) Power BI
2 8 (9.88%) Tableau
3 5 (6.17%) Oracle Reports
4 4 (4.94%) Big Data
5 3 (3.70%) BigQuery
5 3 (3.70%) Oracle BI Publisher
6 2 (2.47%) Data Mining
7 1 (1.23%) Data Warehouse
7 1 (1.23%) Hadoop
Development Applications
1 10 (12.35%) Oracle APEX
2 3 (3.70%) JMeter
2 3 (3.70%) LoadRunner
2 3 (3.70%) Selenium
3 2 (2.47%) ER Studio
3 2 (2.47%) ERwin
4 1 (1.23%) Gradle
4 1 (1.23%) JIRA
General
1 49 (60.49%) Social Skills
2 37 (45.68%) Public Sector
3 22 (27.16%) Finance
4 8 (9.88%) Presentation Skills
5 6 (7.41%) Banking
6 3 (3.70%) Publishing
7 2 (2.47%) German Language
7 2 (2.47%) Legal
7 2 (2.47%) Marketing
8 1 (1.23%) French Language
8 1 (1.23%) Inclusion and Diversity
8 1 (1.23%) Influencing Skills
8 1 (1.23%) Italian Language
8 1 (1.23%) Manufacturing
8 1 (1.23%) Organisational Skills
8 1 (1.23%) Retail
8 1 (1.23%) Retail Banking
8 1 (1.23%) Spanish Language
Job Titles
1 24 (29.63%) Analyst
2 13 (16.05%) Senior
3 9 (11.11%) Designer
4 8 (9.88%) Data Analyst
4 8 (9.88%) Field Engineer
4 8 (9.88%) Field Service Engineer
5 7 (8.64%) IT Engineer
6 6 (7.41%) Developer
6 6 (7.41%) UX Designer
7 5 (6.17%) Business Analyst
7 5 (6.17%) Lead
8 3 (3.70%) Applications Engineer
8 3 (3.70%) Database Engineer
8 3 (3.70%) Design Engineer
8 3 (3.70%) Infrastructure Engineer
8 3 (3.70%) Senior Applications Engineer
8 3 (3.70%) Senior Design Engineer
8 3 (3.70%) Service Manager
8 3 (3.70%) Social Media Analyst
8 3 (3.70%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (6.17%) CSS
1 5 (6.17%) HTML
2 4 (4.94%) RESTful
3 3 (3.70%) Kafka
3 3 (3.70%) Oracle Fusion
3 3 (3.70%) XML
4 2 (2.47%) .NET
4 2 (2.47%) HTML5 Canvas
4 2 (2.47%) RabbitMQ
4 2 (2.47%) React
4 2 (2.47%) Regular Expression
4 2 (2.47%) Spring
4 2 (2.47%) Spring Batch
4 2 (2.47%) Spring Boot
4 2 (2.47%) Web Services
Miscellaneous
1 9 (11.11%) Analytical Mindset
2 8 (9.88%) Data Centre
3 7 (8.64%) Management Information System
4 5 (6.17%) Product Ownership
5 3 (3.70%) Legacy Systems
5 3 (3.70%) Public Cloud
5 3 (3.70%) Social Media
6 2 (2.47%) Data Structures
6 2 (2.47%) Distributed Systems
6 2 (2.47%) Mainframe
6 2 (2.47%) Tandem
6 2 (2.47%) Taxonomies
7 1 (1.23%) BYOD
7 1 (1.23%) Driving Licence
7 1 (1.23%) PKI
Operating Systems
1 4 (4.94%) Windows
2 1 (1.23%) Windows Server
Processes & Methodologies
1 51 (62.96%) Problem-Solving
2 13 (16.05%) Computer Science
3 12 (14.81%) Agile
4 11 (13.58%) Analytics
4 11 (13.58%) Business Intelligence
4 11 (13.58%) Performance Tuning
4 11 (13.58%) Stakeholder Management
4 11 (13.58%) Visualisation
5 10 (12.35%) Customer Service
5 10 (12.35%) Data Visualisation
6 9 (11.11%) SQL Optimisation
7 8 (9.88%) Data Analysis
7 8 (9.88%) User Research
8 7 (8.64%) Break/Fix
8 7 (8.64%) Data Management
8 7 (8.64%) ERP
8 7 (8.64%) User-Centered Design (UCD)
8 7 (8.64%) Workshop Facilitation
9 6 (7.41%) Information Architecture
9 6 (7.41%) User Experience
Programming Languages
1 23 (28.40%) SQL
2 10 (12.35%) PL/SQL
3 6 (7.41%) Python
4 5 (6.17%) JavaScript
5 3 (3.70%) Java
6 2 (2.47%) R
6 2 (2.47%) TypeScript
7 1 (1.23%) Scala
7 1 (1.23%) VB
Qualifications
1 14 (17.28%) Degree
2 13 (16.05%) Computer Science Degree
3 12 (14.81%) Microsoft Certification
4 10 (12.35%) MCSE
5 8 (9.88%) A+ Certification
5 8 (9.88%) CCNA
5 8 (9.88%) Cisco Certification
5 8 (9.88%) Network+ Certification
6 3 (3.70%) Master's Degree
6 3 (3.70%) Security Cleared
7 2 (2.47%) ITIL Certification
7 2 (2.47%) SC Cleared
8 1 (1.23%) CISM
8 1 (1.23%) CISSP
Quality Assurance & Compliance
1 8 (9.88%) Accessibility
1 8 (9.88%) Disclosure Scotland
2 3 (3.70%) Cyber Essentials
2 3 (3.70%) Cyber Essentials PLUS
2 3 (3.70%) QA
3 2 (2.47%) ISO 20022
3 2 (2.47%) ISO 8583
4 1 (1.23%) Data Quality
4 1 (1.23%) GDPR
4 1 (1.23%) ISO/IEC 27001
4 1 (1.23%) WCAG
System Software
1 1 (1.23%) Active Directory
1 1 (1.23%) Firmware
1 1 (1.23%) Hyper-V
1 1 (1.23%) VMware Infrastructure
Systems Management
1 1 (1.23%) SCCM
1 1 (1.23%) Terraform
Vendors
1 18 (22.22%) Oracle
2 12 (14.81%) Microsoft
3 8 (9.88%) Dell
4 5 (6.17%) Google
5 3 (3.70%) Brandwatch
5 3 (3.70%) Facebook
5 3 (3.70%) Hootsuite
5 3 (3.70%) Instagram
5 3 (3.70%) Twitter
5 3 (3.70%) YouTube
6 2 (2.47%) IDERA
6 2 (2.47%) Informatica
7 1 (1.23%) VMware