Period
to

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in the East Midlands. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 4 July 2022 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Skills
England > East Midlands
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 31 28 32
Rank change year-on-year -3 +4 -5
Contract jobs citing Analytical Skills 71 62 42
As % of all contract jobs advertised in the East Midlands 5.14% 5.67% 4.92%
As % of the General category 10.49% 11.07% 9.46%
Number of daily rates quoted 50 29 27
10th Percentile £191 £266 £241
25th Percentile £227 £313 £292
Median daily rate (50th Percentile) £400 £388 £403
Median % change year-on-year +3.23% -3.73% +7.33%
75th Percentile £506 £419 £506
90th Percentile £570 £514 £593
England median daily rate £542 £500 £450
% change year-on-year +8.40% +11.11% -
Number of hourly rates quoted 1 5 0
10th Percentile - - -
25th Percentile £18.50 £10.50 -
Median hourly rate £20.00 £22.50 -
Median % change year-on-year -11.11% - -
75th Percentile £21.50 £25.50 -
90th Percentile - £39.60 -
England median hourly rate £32.40 £20.50 £21.57
% change year-on-year +58.05% -4.96% +12.04%

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 the East Midlands with a requirement for common skills.

All General Skills
East Midlands
Contract vacancies with a requirement for common skills 677 560 444
As % of all contract IT jobs advertised in the East Midlands 48.99% 51.19% 52.05%
Number of daily rates quoted 493 362 255
10th Percentile £197 £123 £142
25th Percentile £320 £263 £290
Median daily rate (50th Percentile) £450 £393 £400
Median % change year-on-year +14.65% -1.88% +3.23%
75th Percentile £538 £494 £488
90th Percentile £624 £630 £600
England median daily rate £550 £500 £488
% change year-on-year +10.00% +2.56% +2.63%
Number of hourly rates quoted 51 37 28
10th Percentile £10.50 £9.25 £10.56
25th Percentile £17.00 £10.00 £11.50
Median hourly rate £24.50 £12.50 £12.27
Median % change year-on-year +96.00% +1.90% -8.79%
75th Percentile £35.00 £21.50 £39.06
90th Percentile - £24.35 £48.98
England median hourly rate £23.31 £20.94 £20.00
% change year-on-year +11.34% +4.68% -

Analytical Skills
Job Vacancy Trend in the East Midlands

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Analytical Skills in the East Midlands

Analytical Skills
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Analytical Skills in the East Midlands.

Daily rate trend for Analytical Skills in the East Midlands

Analytical Skills
Daily Rate Histogram in the East Midlands

Daily rate distribution for jobs citing Analytical Skills in the East Midlands over the 6 months to 4 July 2022.

Daily rate histogram for Analytical Skills in the East Midlands

Analytical Skills
Contractor Hourly Rate Trend in the East Midlands

3-month moving average hourly rates quoted in jobs citing Analytical Skills in the East Midlands.

Hourly rate trend for Analytical Skills in the East Midlands

Analytical Skills
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the East Midlands region over the 6 months to 4 July 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Leicestershire +6 24 £200 -50.51% 14
Nottinghamshire +5 18 £525 +31.25% 14
Derbyshire -6 11 £546 +354.58% 10
Northamptonshire -12 11 £344 +14.50% 16
Lincolnshire - 3 £450 - 2
Analytical Skills
England

For the 6 months to 4 July 2022, IT contractor jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Analytical Skills.

1 33 (46.48%) Social Skills
2 20 (28.17%) Problem-Solving
3 15 (21.13%) Agile
4 13 (18.31%) Microsoft
5 10 (14.08%) Self-Motivation
5 10 (14.08%) Collaborative Working
6 9 (12.68%) SQL
6 9 (12.68%) Data Management
6 9 (12.68%) Data Quality
7 8 (11.27%) Visualisation
7 8 (11.27%) SAP
7 8 (11.27%) Business Intelligence
7 8 (11.27%) Decision-Making
8 7 (9.86%) Public Sector
8 7 (9.86%) NHS
8 7 (9.86%) Finance
8 7 (9.86%) Manufacturing
8 7 (9.86%) Data Visualisation
9 6 (8.45%) Continuous Improvement
9 6 (8.45%) Analytics
9 6 (8.45%) Azure
9 6 (8.45%) Scrum
9 6 (8.45%) Quality Management
9 6 (8.45%) ETL
9 6 (8.45%) Active Directory
9 6 (8.45%) ITIL
9 6 (8.45%) OO
9 6 (8.45%) ERP
9 6 (8.45%) Accessibility
9 6 (8.45%) Analytical Thinking

Analytical Skills
Co-occurring IT Skills in the East Midlands by Category

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

Application Platforms
1 3 (4.23%) SharePoint
2 2 (2.82%) Confluence
3 1 (1.41%) CICS
3 1 (1.41%) MS Exchange
3 1 (1.41%) SharePoint Server
Applications
1 2 (2.82%) Microsoft Office
2 1 (1.41%) Microsoft Excel
2 1 (1.41%) Microsoft PowerPoint
2 1 (1.41%) Microsoft Project
2 1 (1.41%) MS Visio
Business Applications
1 4 (5.63%) SAP MM
1 4 (5.63%) SAP PP
2 2 (2.82%) SAP HCM
3 1 (1.41%) SAP Payroll
Cloud Services
1 6 (8.45%) Azure
2 5 (7.04%) Power Platform
3 4 (5.63%) Microsoft 365
4 3 (4.23%) AWS
4 3 (4.23%) OneDrive
4 3 (4.23%) SaaS
5 2 (2.82%) Azure Active Directory
5 2 (2.82%) Dynamics 365
5 2 (2.82%) Fivetran
5 2 (2.82%) Google Workspace
5 2 (2.82%) Snowflake
5 2 (2.82%) Stitch
6 1 (1.41%) Amazon EKS
6 1 (1.41%) GCP
6 1 (1.41%) OpenShift
6 1 (1.41%) Slack
6 1 (1.41%) SuccessFactors
Communications & Networking
1 3 (4.23%) LAN
1 3 (4.23%) WAN
2 1 (1.41%) Cisco IOS
2 1 (1.41%) Firewall
2 1 (1.41%) InfiniBand
2 1 (1.41%) Network Security
2 1 (1.41%) TCP/IP
2 1 (1.41%) VoIP
2 1 (1.41%) Wi-Fi
Database & Business Intelligence
1 5 (7.04%) Power BI
2 3 (4.23%) Data Warehouse
2 3 (4.23%) Looker
2 3 (4.23%) Tableau
3 2 (2.82%) MySQL
3 2 (2.82%) NoSQL
3 2 (2.82%) RDBMS
3 2 (2.82%) Relational Database
3 2 (2.82%) SQL Server
3 2 (2.82%) SQL Server Integration Services
4 1 (1.41%) BigQuery
4 1 (1.41%) BusinessObjects
4 1 (1.41%) DB2
4 1 (1.41%) DynamoDB
4 1 (1.41%) Informix
4 1 (1.41%) PostgreSQL
Development Applications
1 3 (4.23%) Jenkins
2 2 (2.82%) JIRA
2 2 (2.82%) Robot Framework
3 1 (1.41%) Cucumber
3 1 (1.41%) Git (software)
3 1 (1.41%) Selenium
3 1 (1.41%) SpecFlow
General
1 33 (46.48%) Social Skills
2 7 (9.86%) Finance
2 7 (9.86%) Manufacturing
2 7 (9.86%) Public Sector
3 3 (4.23%) Banking
3 3 (4.23%) Presentation Skills
3 3 (4.23%) Retail
4 2 (2.82%) Aerospace
4 2 (2.82%) Documentation Skills
5 1 (1.41%) Law
5 1 (1.41%) Marketing
5 1 (1.41%) Publishing
Job Titles
1 21 (29.58%) Analyst
2 9 (12.68%) Data Analyst
3 8 (11.27%) Business Analyst
4 7 (9.86%) Data Quality Analyst
4 7 (9.86%) Developer
4 7 (9.86%) Quality Analyst
4 7 (9.86%) Support Engineer
5 4 (5.63%) Consultant
6 3 (4.23%) Desktop Engineer
6 3 (4.23%) Desktop Support
6 3 (4.23%) Desktop Support Engineer
6 3 (4.23%) Field Engineer
6 3 (4.23%) Field Service Engineer
6 3 (4.23%) Project Manager
6 3 (4.23%) Project Planner
6 3 (4.23%) SAP Consultant
6 3 (4.23%) Service Analyst
6 3 (4.23%) Service Desk Analyst
6 3 (4.23%) Team Leader
6 3 (4.23%) Technical Support
Libraries, Frameworks & Software Standards
1 5 (7.04%) HTML
2 4 (5.63%) CSS
3 3 (4.23%) CSS3
3 3 (4.23%) HTML5
3 3 (4.23%) Jest
3 3 (4.23%) React
4 2 (2.82%) .NET
4 2 (2.82%) BAPI
4 2 (2.82%) jQuery
4 2 (2.82%) SAP Smart Forms
5 1 (1.41%) .NET Framework
5 1 (1.41%) ADO.NET
5 1 (1.41%) ASP.NET
5 1 (1.41%) ASP.NET Web Forms
5 1 (1.41%) DOM
5 1 (1.41%) Java EE
5 1 (1.41%) Kafka
5 1 (1.41%) Middleware
5 1 (1.41%) Swing
5 1 (1.41%) Velocity
Miscellaneous
1 10 (14.08%) Self-Motivation
2 7 (9.86%) NHS
3 4 (5.63%) User Experience
4 2 (2.82%) Algorithms
4 2 (2.82%) Data Structures
4 2 (2.82%) Management Information System
4 2 (2.82%) PKI
4 2 (2.82%) Virtual Team
5 1 (1.41%) Analytical Mindset
5 1 (1.41%) Client/Server
5 1 (1.41%) CMDB
5 1 (1.41%) Data Centre
5 1 (1.41%) FMCG
5 1 (1.41%) IBM Mainframe
5 1 (1.41%) Life Science
5 1 (1.41%) Mainframe
5 1 (1.41%) Smartphone
5 1 (1.41%) Wiki
Operating Systems
1 5 (7.04%) Windows
2 4 (5.63%) Linux
2 4 (5.63%) Windows 10
2 4 (5.63%) Windows 7
3 3 (4.23%) Red Hat Enterprise Linux
4 2 (2.82%) Android
4 2 (2.82%) Apple iOS
4 2 (2.82%) Mac OS
4 2 (2.82%) Windows Server
4 2 (2.82%) Windows Server 2008
5 1 (1.41%) CentOS
Processes & Methodologies
1 20 (28.17%) Problem-Solving
2 15 (21.13%) Agile
3 10 (14.08%) Collaborative Working
4 9 (12.68%) Data Management
5 8 (11.27%) Business Intelligence
5 8 (11.27%) Decision-Making
5 8 (11.27%) Visualisation
6 7 (9.86%) Data Visualisation
7 6 (8.45%) Analytical Thinking
7 6 (8.45%) Analytics
7 6 (8.45%) Continuous Improvement
7 6 (8.45%) ERP
7 6 (8.45%) ETL
7 6 (8.45%) ITIL
7 6 (8.45%) OO
7 6 (8.45%) Quality Management
7 6 (8.45%) Scrum
8 5 (7.04%) Data Analysis
8 5 (7.04%) Stakeholder Management
9 4 (5.63%) Logistics
Programming Languages
1 9 (12.68%) SQL
2 5 (7.04%) Java
2 5 (7.04%) Python
3 4 (5.63%) C#
4 3 (4.23%) T-SQL
4 3 (4.23%) TypeScript
5 2 (2.82%) ABAP
5 2 (2.82%) C
5 2 (2.82%) C++
5 2 (2.82%) PL/SQL
5 2 (2.82%) PowerShell
5 2 (2.82%) VB
6 1 (1.41%) Assembly Language
6 1 (1.41%) Bash
6 1 (1.41%) COBOL
6 1 (1.41%) Groovy
6 1 (1.41%) JavaScript
6 1 (1.41%) JCL
6 1 (1.41%) Natural
6 1 (1.41%) Ruby
Qualifications
1 3 (4.23%) BPSS Clearance
1 3 (4.23%) Degree
2 2 (2.82%) MCP
2 2 (2.82%) Microsoft Certification
3 1 (1.41%) ITIL Certification
3 1 (1.41%) MBA
3 1 (1.41%) PMI Certification
3 1 (1.41%) PMP
Quality Assurance & Compliance
1 9 (12.68%) Data Quality
2 6 (8.45%) Accessibility
3 3 (4.23%) PMO
4 2 (2.82%) GDPR
4 2 (2.82%) QA
4 2 (2.82%) SLA
5 1 (1.41%) ISO/IEC 27001
System Software
1 6 (8.45%) Active Directory
2 1 (1.41%) GPFS
2 1 (1.41%) Lustre
2 1 (1.41%) Virtual Machines
2 1 (1.41%) VMware Infrastructure
Systems Management
1 2 (2.82%) Grafana
1 2 (2.82%) Microsoft Intune
1 2 (2.82%) SCCM
1 2 (2.82%) ZABBIX
2 1 (1.41%) Ansible
2 1 (1.41%) Kubernetes
2 1 (1.41%) Terraform
Vendors
1 13 (18.31%) Microsoft
2 8 (11.27%) SAP
3 4 (5.63%) HP
4 3 (4.23%) Google
4 3 (4.23%) Red Hat
5 2 (2.82%) Adobe
5 2 (2.82%) Cisco
5 2 (2.82%) Citrix
5 2 (2.82%) Dell
5 2 (2.82%) ServiceNow
5 2 (2.82%) VMware
6 1 (1.41%) Altiris
6 1 (1.41%) Apple
6 1 (1.41%) IBM
6 1 (1.41%) McAfee
6 1 (1.41%) MuleSoft
6 1 (1.41%) Salesforce.com
6 1 (1.41%) SaltStack
6 1 (1.41%) Splunk
6 1 (1.41%) Symantec