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 advertised in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 13 30 25
Rank change year-on-year +17 -5 +13
Contract jobs citing Analytical Skills 86 93 147
As % of all contract jobs advertised in Edinburgh 10.63% 7.21% 7.56%
As % of the General category 14.21% 9.97% 10.06%
Number of daily rates quoted 57 65 94
10th Percentile £197 £238 £268
25th Percentile £413 £413 £325
Median daily rate (50th Percentile) £500 £480 £450
Median % change year-on-year +4.17% +6.67% +5.88%
75th Percentile £575 £550 £538
90th Percentile £600 £625 £599
Scotland median daily rate £475 £475 £450
% change year-on-year - +5.56% +12.50%
Number of hourly rates quoted 7 0 8
10th Percentile £12.69 - £13.59
25th Percentile £13.38 - £19.20
Median hourly rate £17.50 - £23.75
75th Percentile £18.75 - £48.75
90th Percentile £20.40 - £50.85
Scotland median hourly rate £17.50 £59.03 £23.75
% change year-on-year -70.35% +148.55% -16.67%

All General Skills
Edinburgh

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for common skills.

Contract vacancies with a requirement for common skills 605 933 1,461
As % of all contract IT jobs advertised in Edinburgh 74.78% 72.33% 75.15%
Number of daily rates quoted 347 682 1,063
10th Percentile £183 £250 £230
25th Percentile £400 £409 £393
Median daily rate (50th Percentile) £475 £475 £475
Median % change year-on-year - - +11.76%
75th Percentile £575 £550 £550
90th Percentile £675 £625 £638
Scotland median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 34 8 16
10th Percentile £16.25 £15.55 £16.03
25th Percentile £16.50 £17.72 £19.21
Median hourly rate £35.00 £21.47 £33.00
Median % change year-on-year +63.06% -34.95% -35.85%
75th Percentile £60.75 £47.63 £50.00
90th Percentile £67.23 £67.50 £53.75
Scotland median hourly rate £19.17 £21.26 £25.82
% change year-on-year -9.83% -17.64% -9.42%

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 27 April 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 1 (1.16%) Apache
1 1 (1.16%) Apache Airflow
1 1 (1.16%) Apache Spark
Applications
1 10 (11.63%) Microsoft Excel
Business Applications
1 6 (6.98%) Oracle ERP
2 2 (2.33%) Dynamics CRM
2 2 (2.33%) Oracle Cash Management
2 2 (2.33%) Oracle EBS R12
2 2 (2.33%) Oracle Receivables
2 2 (2.33%) Payment Gateway
Cloud Services
1 12 (13.95%) OCI
2 6 (6.98%) Azure
3 5 (5.81%) Dynamics 365
3 5 (5.81%) Microsoft 365
3 5 (5.81%) SaaS
4 4 (4.65%) GCP
4 4 (4.65%) Power Platform
5 3 (3.49%) IaaS
5 3 (3.49%) PaaS
6 2 (2.33%) AWS
Communications & Networking
1 6 (6.98%) SAN
2 3 (3.49%) Internet
2 3 (3.49%) Structured Cabling
3 1 (1.16%) Firewall
Database & Business Intelligence
1 12 (13.95%) Oracle Database
2 9 (10.47%) Metadata
2 9 (10.47%) Oracle Reports
3 5 (5.81%) Oracle BI Publisher
3 5 (5.81%) Tableau
4 4 (4.65%) Big Data
4 4 (4.65%) Power BI
5 3 (3.49%) Oracle Database 10g
5 3 (3.49%) Oracle Database 11g
5 3 (3.49%) Oracle Discoverer
6 2 (2.33%) Data Mining
7 1 (1.16%) Data Warehouse
7 1 (1.16%) Hadoop
Development Applications
1 14 (16.28%) Oracle APEX
2 3 (3.49%) JMeter
2 3 (3.49%) LoadRunner
2 3 (3.49%) Selenium
3 2 (2.33%) ER Studio
3 2 (2.33%) ERwin
4 1 (1.16%) Gradle
4 1 (1.16%) Oracle Forms
General
1 53 (61.63%) Social Skills
2 44 (51.16%) Public Sector
3 26 (30.23%) Finance
4 7 (8.14%) Presentation Skills
5 5 (5.81%) Retail
6 4 (4.65%) Banking
6 4 (4.65%) Organisational Skills
7 3 (3.49%) Publishing
8 1 (1.16%) Documentation Skills
8 1 (1.16%) French Language
8 1 (1.16%) German Language
8 1 (1.16%) Inclusion and Diversity
8 1 (1.16%) Italian Language
8 1 (1.16%) Legal
8 1 (1.16%) Manufacturing
8 1 (1.16%) Spanish Language
Job Titles
1 22 (25.58%) Analyst
2 16 (18.60%) Senior
3 9 (10.47%) Designer
3 9 (10.47%) Developer
4 8 (9.30%) Data Analyst
5 7 (8.14%) Oracle Developer
6 6 (6.98%) Field Engineer
6 6 (6.98%) Field Service Engineer
6 6 (6.98%) Lead
6 6 (6.98%) UX Designer
7 5 (5.81%) Architect
7 5 (5.81%) Business Analyst
7 5 (5.81%) IT Engineer
8 3 (3.49%) DBA
8 3 (3.49%) Infrastructure Engineer
8 3 (3.49%) Senior DBA
8 3 (3.49%) Service Analyst
8 3 (3.49%) Service Desk Analyst
8 3 (3.49%) Service Manager
8 3 (3.49%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (5.81%) Oracle Fusion
2 3 (3.49%) CSS
2 3 (3.49%) HTML
2 3 (3.49%) Kafka
2 3 (3.49%) XML
3 2 (2.33%) RabbitMQ
Miscellaneous
1 10 (11.63%) Management Information System
2 8 (9.30%) Analytical Mindset
3 6 (6.98%) Data Centre
4 5 (5.81%) Product Ownership
5 3 (3.49%) Cloud Native
5 3 (3.49%) Hybrid Cloud
5 3 (3.49%) Legacy Systems
5 3 (3.49%) Public Cloud
6 2 (2.33%) Data Structures
6 2 (2.33%) Distributed Systems
6 2 (2.33%) Tandem
7 1 (1.16%) Driving Licence
7 1 (1.16%) PKI
7 1 (1.16%) Taxonomies
Operating Systems
1 4 (4.65%) Windows
2 3 (3.49%) Unix
3 1 (1.16%) Windows Server
Processes & Methodologies
1 61 (70.93%) Problem-Solving
2 19 (22.09%) Computer Science
3 18 (20.93%) Performance Tuning
4 13 (15.12%) Analytics
4 13 (15.12%) Stakeholder Management
5 12 (13.95%) ERP
6 11 (12.79%) Continuous Improvement
7 10 (11.63%) Data Analysis
8 9 (10.47%) Agile
8 9 (10.47%) Customer Service
8 9 (10.47%) Migration
8 9 (10.47%) SQL Optimisation
8 9 (10.47%) Visualisation
9 8 (9.30%) User Research
10 7 (8.14%) Data Management
10 7 (8.14%) Data Modelling
10 7 (8.14%) Data Visualisation
10 7 (8.14%) Mentoring
10 7 (8.14%) User-Centered Design (UCD)
10 7 (8.14%) Workshop Facilitation
Programming Languages
1 25 (29.07%) SQL
2 16 (18.60%) PL/SQL
3 3 (3.49%) JavaScript
4 2 (2.33%) Python
5 1 (1.16%) Java
5 1 (1.16%) Scala
Qualifications
1 22 (25.58%) Degree
2 19 (22.09%) Computer Science Degree
3 8 (9.30%) MCSE
3 8 (9.30%) Microsoft Certification
4 6 (6.98%) A+ Certification
4 6 (6.98%) CCNA
4 6 (6.98%) Cisco Certification
4 6 (6.98%) Network+ Certification
5 3 (3.49%) Azure Certification
5 3 (3.49%) ITIL Certification
5 3 (3.49%) Master's Degree
5 3 (3.49%) Security Cleared
6 2 (2.33%) SC Cleared
7 1 (1.16%) CISM
7 1 (1.16%) CISSP
7 1 (1.16%) PMI Certification
7 1 (1.16%) PMP
Quality Assurance & Compliance
1 13 (15.12%) Disclosure Scotland
2 8 (9.30%) Accessibility
3 6 (6.98%) QA
4 3 (3.49%) Cyber Essentials
4 3 (3.49%) Cyber Essentials PLUS
5 2 (2.33%) Data Quality
5 2 (2.33%) ISO 20022
5 2 (2.33%) ISO 8583
6 1 (1.16%) Actionable Recommendations
6 1 (1.16%) GDPR
6 1 (1.16%) ISO/IEC 27001
6 1 (1.16%) WCAG
System Software
1 3 (3.49%) Oracle RAC
2 1 (1.16%) Active Directory
2 1 (1.16%) Firmware
2 1 (1.16%) Hyper-V
2 1 (1.16%) VMware Infrastructure
Systems Management
1 3 (3.49%) Data Guard
1 3 (3.49%) Enterprise Manager Cloud Control
1 3 (3.49%) Oracle Enterprise Manager
1 3 (3.49%) Oracle RMAN
2 1 (1.16%) SCCM
2 1 (1.16%) Terraform
Vendors
1 33 (38.37%) Oracle
2 12 (13.95%) Microsoft
3 6 (6.98%) Dell
4 2 (2.33%) Google
4 2 (2.33%) IDERA
4 2 (2.33%) Informatica
5 1 (1.16%) VMware