Period
to 28 July 2021

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 28 July 2021 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
28 Jul 2021
Same period 2020 Same period 2019
Rank 27 29 31
Rank change year-on-year +2 +2 -12
Contract jobs citing Analytical Skills 69 39 116
As % of all contract jobs advertised in the East Midlands 5.78% 5.25% 5.57%
As % of the General category 11.40% 10.10% 11.28%
Number of daily rates quoted 32 25 63
10th Percentile £282 £237 £171
25th Percentile £331 £290 £250
Median daily rate (50th Percentile) £400 £400 £375
Median % change year-on-year - +6.67% +2.39%
75th Percentile £440 £488 £475
90th Percentile £499 £620 £550
England median daily rate £500 £450 £450
% change year-on-year +11.11% - +4.65%
Number of hourly rates quoted 6 0 10
10th Percentile " " "
25th Percentile £10.50 " £10.58
Median hourly rate £16.75 - £11.60
75th Percentile £25.31 " £11.95
90th Percentile £37.25 " £19.00
England median hourly rate £18.50 £20.57 £20.00
% change year-on-year -10.06% +2.85% +14.29%

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 605 386 1,028
As % of all contract IT jobs advertised in the East Midlands 50.71% 51.95% 49.33%
Number of daily rates quoted 405 211 654
10th Percentile £132 £122 £200
25th Percentile £295 £257 £313
Median daily rate (50th Percentile) £400 £393 £396
Median % change year-on-year +1.91% -0.76% -1.13%
75th Percentile £500 £488 £492
90th Percentile £630 £600 £550
England median daily rate £511 £495 £475
% change year-on-year +3.23% +4.21% +1.31%
Number of hourly rates quoted 35 27 58
10th Percentile £9.25 £10.72 £10.50
25th Percentile £10.50 £11.62 £11.19
Median hourly rate £13.00 £13.00 £13.00
75th Percentile £22.48 £40.63 £15.70
90th Percentile £24.48 £49.05 £24.55
England median hourly rate £19.50 £20.56 £20.00
% change year-on-year -5.13% +2.78% +6.95%

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 28 July 2021.

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
Hourly Rate Histogram in the East Midlands

Hourly rate distribution of jobs citing Analytical Skills in the East Midlands over the 6 months to 28 July 2021.

Hourly rate histogram 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 28 July 2021. 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
Job
Vacancies
Nottinghamshire -3 23 £408 +0.12% 20
Northamptonshire +1 17 £380 +43.40% 16
Derbyshire -1 12 £120 -82.86% 10
Leicestershire -5 8 £404 -21.22% 16
Lincolnshire -6 1 - - 4
Analytical Skills
England

For the 6 months to 28 July 2021, 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 26 (37.68%) Finance
2 25 (36.23%) Social Skills
3 20 (28.99%) Problem-Solving
4 19 (27.54%) SAP
5 16 (23.19%) SQL
6 15 (21.74%) Service Management
6 15 (21.74%) Continuous Improvement
7 14 (20.29%) Risk Management
8 13 (18.84%) Agile Software Development
9 12 (17.39%) Change Management
9 12 (17.39%) GRC
10 11 (15.94%) People Management
10 11 (15.94%) Mentoring
10 11 (15.94%) Coaching
10 11 (15.94%) Legal
10 11 (15.94%) Migration
10 11 (15.94%) Data Modelling
10 11 (15.94%) QA
10 11 (15.94%) Performance Management
11 10 (14.49%) Stakeholder Management
11 10 (14.49%) Inclusion and Diversity
12 9 (13.04%) Oracle
13 8 (11.59%) ITIL
13 8 (11.59%) ERP
13 8 (11.59%) Microsoft
13 8 (11.59%) Manufacturing
13 8 (11.59%) Programme Management
13 8 (11.59%) Degree
13 8 (11.59%) BDD
14 7 (10.14%) Marketing

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 (4.35%) Apache Spark
2 2 (2.90%) Apache
2 2 (2.90%) Confluence
3 1 (1.45%) Apache Synapse
3 1 (1.45%) IBM Domino
3 1 (1.45%) SharePoint
3 1 (1.45%) WebSphere
Applications
1 3 (4.35%) Microsoft Excel
1 3 (4.35%) Microsoft Office
2 2 (2.90%) Spreadsheet
3 1 (1.45%) Microsoft PowerPoint
3 1 (1.45%) Stata
Business Applications
1 5 (7.25%) Oracle EBS
2 2 (2.90%) Oracle Payroll
3 1 (1.45%) Magento
3 1 (1.45%) Salesforce.com CRM
3 1 (1.45%) SAP CCM
Cloud Services
1 4 (5.80%) Azure
2 3 (4.35%) Power Platform
2 3 (4.35%) SaaS
3 1 (1.45%) AWS
3 1 (1.45%) Azure Synapse Analytics
3 1 (1.45%) Cloud Computing
3 1 (1.45%) Fivetran
3 1 (1.45%) Google Ads
3 1 (1.45%) Google Analytics
3 1 (1.45%) Microsoft 365
3 1 (1.45%) Salesforce Sales Cloud
3 1 (1.45%) Salesforce Service Cloud
3 1 (1.45%) Slack
3 1 (1.45%) Snowflake
Communications & Networking
1 2 (2.90%) DNS
1 2 (2.90%) Firewall
1 2 (2.90%) SAN
2 1 (1.45%) DHCP
2 1 (1.45%) Internet
2 1 (1.45%) Intranet
2 1 (1.45%) Network Security
2 1 (1.45%) VLAN
2 1 (1.45%) VoIP
2 1 (1.45%) VPN
2 1 (1.45%) WAN
2 1 (1.45%) Wireless
Database & Business Intelligence
1 4 (5.80%) Big Data
1 4 (5.80%) Oracle BI Publisher
2 3 (4.35%) Data Lake
2 3 (4.35%) Power BI
2 3 (4.35%) RDBMS
2 3 (4.35%) Relational Database
3 2 (2.90%) Apache Hive
3 2 (2.90%) Hadoop
3 2 (2.90%) HBase
3 2 (2.90%) Impala
3 2 (2.90%) Metadata
3 2 (2.90%) Metadata Repository
3 2 (2.90%) Oracle Database
3 2 (2.90%) Spark SQL
3 2 (2.90%) SQL Server
3 2 (2.90%) Tableau
4 1 (1.45%) Azure SQL Data Warehouse
4 1 (1.45%) DbVisualizer
4 1 (1.45%) Looker
4 1 (1.45%) QGIS
Development Applications
1 6 (8.70%) JIRA
2 4 (5.80%) Cucumber
3 3 (4.35%) JMeter
4 2 (2.90%) Jenkins
4 2 (2.90%) Selenium
5 1 (1.45%) ChangeMan
5 1 (1.45%) Git (software)
5 1 (1.45%) REST Assured
5 1 (1.45%) WebDriver
General
1 26 (37.68%) Finance
2 25 (36.23%) Social Skills
3 11 (15.94%) Legal
4 10 (14.49%) Inclusion and Diversity
5 8 (11.59%) Manufacturing
6 7 (10.14%) Marketing
6 7 (10.14%) Retail
7 6 (8.70%) Telecoms
8 5 (7.25%) Electronics
8 5 (7.25%) Public Sector
9 4 (5.80%) Banking
9 4 (5.80%) French Language
10 3 (4.35%) Aerospace
10 3 (4.35%) German Language
10 3 (4.35%) Italian Language
10 3 (4.35%) Organisational Skills
11 2 (2.90%) Documentation Skills
11 2 (2.90%) Influencing Skills
12 1 (1.45%) Brand Awareness
12 1 (1.45%) Presentation Skills
Job Titles
1 16 (23.19%) Analyst
2 10 (14.49%) HR Manager
2 10 (14.49%) Operations Manager
3 7 (10.14%) Developer
4 5 (7.25%) Tester
5 4 (5.80%) Data Migration Developer
5 4 (5.80%) Oracle Developer
5 4 (5.80%) Service Analyst
6 3 (4.35%) Architect
6 3 (4.35%) Business Analyst
6 3 (4.35%) Customer Analyst
6 3 (4.35%) Customer Support Analyst
6 3 (4.35%) Performance Tester
6 3 (4.35%) Service Desk Analyst
6 3 (4.35%) Support Analyst
7 2 (2.90%) Automation Tester
7 2 (2.90%) Project Manager
7 2 (2.90%) Technical Leader
7 2 (2.90%) Technical Project Leader
7 2 (2.90%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (7.25%) Oracle Fusion
2 4 (5.80%) HTML
3 2 (2.90%) Web Services
4 1 (1.45%) CSS
4 1 (1.45%) DOM
4 1 (1.45%) Gherkin
4 1 (1.45%) jQuery
4 1 (1.45%) REST
4 1 (1.45%) RESTful
4 1 (1.45%) SOAP
Miscellaneous
1 7 (10.14%) Self-Motivation
2 6 (8.70%) Management Information System
3 4 (5.80%) User Experience
4 3 (4.35%) Legacy Systems
4 3 (4.35%) NHS
5 2 (2.90%) Analytical Mindset
6 1 (1.45%) Algorithms
6 1 (1.45%) Data Centre
6 1 (1.45%) Data Structures
6 1 (1.45%) Enterprise Cloud
6 1 (1.45%) Greenfield Project
6 1 (1.45%) Mobile App
6 1 (1.45%) Social Media
Operating Systems
1 3 (4.35%) Windows
1 3 (4.35%) Windows Server
1 3 (4.35%) Windows Server 2008
1 3 (4.35%) Windows Server 2012
2 2 (2.90%) Linux
2 2 (2.90%) Solaris
2 2 (2.90%) Unix
2 2 (2.90%) Windows Server 2016
3 1 (1.45%) AIX
3 1 (1.45%) Apple iOS
3 1 (1.45%) CentOS
3 1 (1.45%) Red Hat Enterprise Linux
3 1 (1.45%) SUSE
3 1 (1.45%) SUSE Linux Enterprise Server
3 1 (1.45%) Windows Server 2003
3 1 (1.45%) Windows Server 2019
Processes & Methodologies
1 20 (28.99%) Problem-Solving
2 15 (21.74%) Continuous Improvement
2 15 (21.74%) Service Management
3 14 (20.29%) Risk Management
4 13 (18.84%) Agile Software Development
5 12 (17.39%) Change Management
6 11 (15.94%) Coaching
6 11 (15.94%) Data Modelling
6 11 (15.94%) Mentoring
6 11 (15.94%) Migration
6 11 (15.94%) People Management
6 11 (15.94%) Performance Management
7 10 (14.49%) Stakeholder Management
8 8 (11.59%) BDD
8 8 (11.59%) ERP
8 8 (11.59%) ITIL
8 8 (11.59%) Programme Management
9 7 (10.14%) Business Intelligence
9 7 (10.14%) Data Management
9 7 (10.14%) ETL
Programming Languages
1 16 (23.19%) SQL
2 7 (10.14%) Java
3 5 (7.25%) PL/SQL
4 3 (4.35%) Python
5 2 (2.90%) Scala
5 2 (2.90%) T-SQL
6 1 (1.45%) Bash Shell
6 1 (1.45%) Perl
6 1 (1.45%) PowerShell
6 1 (1.45%) R
Qualifications
1 8 (11.59%) Degree
2 3 (4.35%) Security Cleared
3 2 (2.90%) CCAB
3 2 (2.90%) Computer Science Degree
3 2 (2.90%) SC Cleared
4 1 (1.45%) CCNA
4 1 (1.45%) CCNP
4 1 (1.45%) Cisco Certification
4 1 (1.45%) ITIL Certification
Quality Assurance & Compliance
1 12 (17.39%) GRC
2 11 (15.94%) QA
3 6 (8.70%) Data Quality
4 2 (2.90%) Sarbanes-Oxley
5 1 (1.45%) GDPR
5 1 (1.45%) PCI DSS
5 1 (1.45%) PMO
5 1 (1.45%) SLA
5 1 (1.45%) SOC 1
5 1 (1.45%) SOC 2
System Software
1 6 (8.70%) Active Directory
2 2 (2.90%) Apache ZooKeeper
2 2 (2.90%) HDFS
2 2 (2.90%) VMware ESXi
2 2 (2.90%) VMware Infrastructure
3 1 (1.45%) Firmware
3 1 (1.45%) GPFS
Systems Management
1 3 (4.35%) BladeLogic
2 2 (2.90%) Hadoop YARN
2 2 (2.90%) NetBackup
2 2 (2.90%) RSA Archer
3 1 (1.45%) Ansible
Vendors
1 19 (27.54%) SAP
2 9 (13.04%) Oracle
3 8 (11.59%) Microsoft
4 4 (5.80%) VMware
5 3 (4.35%) Alteryx
5 3 (4.35%) McAfee
6 2 (2.90%) Ab Initio
6 2 (2.90%) Cisco
6 2 (2.90%) Cloudera
6 2 (2.90%) HP
6 2 (2.90%) IBM
6 2 (2.90%) Teradata
7 1 (1.45%) BT
7 1 (1.45%) Google
7 1 (1.45%) Micro Focus
7 1 (1.45%) Planview
7 1 (1.45%) Red Hat
7 1 (1.45%) Salesforce.com
7 1 (1.45%) SolarWinds
7 1 (1.45%) Veritas