Period
to

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 25 May 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
East of England > Cambridgeshire
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 19 7 33
Rank change year-on-year -12 +26 -2
Contract jobs citing Analytical Skills 69 52 26
As % of all contract jobs advertised in Cambridgeshire 8.23% 10.53% 4.49%
As % of the General category 13.29% 20.08% 10.40%
Number of daily rates quoted 48 27 7
10th Percentile £135 £138 £405
25th Percentile £193 £139 £475
Median daily rate (50th Percentile) £415 £185 £575
Median % change year-on-year +124.32% -67.83% +39.39%
75th Percentile £528 £443 £600
90th Percentile £615 £584 -
East of England median daily rate £420 £343 £444
% change year-on-year +22.63% -22.82% +7.58%
Number of hourly rates quoted 10 23 7
10th Percentile £12.12 £11.25 -
25th Percentile £12.35 £12.25 -
Median hourly rate £13.50 £15.00 £17.10
Median % change year-on-year -10.00% -12.28% +14.00%
75th Percentile £27.45 £18.75 £17.55
90th Percentile £31.92 - £18.00
East of England median hourly rate £14.00 £16.00 £18.16
% change year-on-year -12.50% -11.87% -39.48%

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 Cambridgeshire with a requirement for common skills.

All General Skills
Cambridgeshire
Contract vacancies with a requirement for common skills 519 259 250
As % of all contract IT jobs advertised in Cambridgeshire 61.93% 52.43% 43.18%
Number of daily rates quoted 209 111 128
10th Percentile £162 £146 £259
25th Percentile £263 £224 £360
Median daily rate (50th Percentile) £450 £375 £464
Median % change year-on-year +20.00% -19.14% +3.06%
75th Percentile £525 £500 £575
90th Percentile £596 £575 £662
East of England median daily rate £469 £425 £425
% change year-on-year +10.24% - -5.56%
Number of hourly rates quoted 233 114 36
10th Percentile - - £12.56
25th Percentile £12.50 £12.25 £13.50
Median hourly rate £14.50 £13.50 £15.50
Median % change year-on-year +7.41% -12.90% -1.59%
75th Percentile £15.75 £16.50 £18.00
90th Percentile £22.00 £20.00 £22.38
East of England median hourly rate £14.50 £15.00 £17.10
% change year-on-year -3.33% -12.28% +3.64%

Analytical Skills
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Trend in Cambridgeshire

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

Daily rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Analytical Skills in Cambridgeshire over the 6 months to 25 May 2022.

Daily rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Trend in Cambridgeshire

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

Hourly rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Hourly Rate Histogram in Cambridgeshire

Hourly rate distribution of jobs citing Analytical Skills in Cambridgeshire over the 6 months to 25 May 2022.

Hourly rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 25 May 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
Peterborough -20 36 £195 +28.93% 2
Cambridge -3 25 £425 -17.87% 19
March - 1 - -
Analytical Skills
East of England

For the 6 months to 25 May 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 Cambridgeshire region with a requirement for Analytical Skills.

1 43 (62.32%) Social Skills
2 38 (55.07%) Problem-Solving
3 21 (30.43%) Finance
3 21 (30.43%) Time Management
4 17 (24.64%) SQL
4 17 (24.64%) ITIL
4 17 (24.64%) SLA
5 15 (21.74%) Change Management
6 14 (20.29%) Legal
6 14 (20.29%) Microsoft Excel
7 12 (17.39%) Python
7 12 (17.39%) Microsoft
7 12 (17.39%) ITIL V3
8 11 (15.94%) Project Management
9 10 (14.49%) Service Management
9 10 (14.49%) Service Delivery
9 10 (14.49%) Data Analysis
9 10 (14.49%) Relational Database
10 9 (13.04%) Analytics
10 9 (13.04%) AWS
10 9 (13.04%) ITSM
10 9 (13.04%) Matrix Organization
11 8 (11.59%) Analytical Thinking
11 8 (11.59%) Innovative Thinking
11 8 (11.59%) Systems Analysis
11 8 (11.59%) SharePoint
11 8 (11.59%) Microsoft Office
11 8 (11.59%) Visualisation
11 8 (11.59%) Data Visualisation
12 7 (10.14%) R

Analytical Skills
Co-occurring IT Skills in Cambridgeshire 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 8 (11.59%) SharePoint
2 5 (7.25%) Apache Spark
2 5 (7.25%) Jupyter
3 2 (2.90%) Confluence
3 2 (2.90%) IIS
4 1 (1.45%) Exchange Server 2010
4 1 (1.45%) Exchange Server 2013
4 1 (1.45%) MS Exchange
4 1 (1.45%) SAS
Applications
1 14 (20.29%) Microsoft Excel
2 8 (11.59%) Microsoft Office
3 2 (2.90%) Microsoft PowerPoint
4 1 (1.45%) FileZilla
4 1 (1.45%) MS Visio
4 1 (1.45%) Spreadsheet
4 1 (1.45%) SPSS
Business Applications
1 1 (1.45%) Bankmaster
1 1 (1.45%) SAP MDG
1 1 (1.45%) SAP MDM
1 1 (1.45%) SAP PM
1 1 (1.45%) SAP PS
1 1 (1.45%) SAP SD
Cloud Services
1 9 (13.04%) AWS
2 7 (10.14%) AWS Lambda
2 7 (10.14%) Serverless
3 5 (7.25%) Amazon EMR
3 5 (7.25%) Amazon SageMaker
3 5 (7.25%) Snowflake
4 4 (5.80%) Microsoft 365
4 4 (5.80%) Power Platform
5 3 (4.35%) Amazon S3
5 3 (4.35%) Mimecast
5 3 (4.35%) SaaS
6 2 (2.90%) Azure
6 2 (2.90%) GitHub
Communications & Networking
1 4 (5.80%) Internet
2 2 (2.90%) Intranet
3 1 (1.45%) Cisco ISE
3 1 (1.45%) DHCP
3 1 (1.45%) DNS
3 1 (1.45%) Firewall
3 1 (1.45%) LAN
3 1 (1.45%) MPLS
3 1 (1.45%) SD-WAN
3 1 (1.45%) VoIP
3 1 (1.45%) VPN
3 1 (1.45%) WAN
3 1 (1.45%) Wi-Fi
3 1 (1.45%) Wireless
3 1 (1.45%) WLAN
Database & Business Intelligence
1 10 (14.49%) Relational Database
2 7 (10.14%) NoSQL
3 5 (7.25%) Data Warehouse
3 5 (7.25%) MS Access
3 5 (7.25%) SQL Navigator
3 5 (7.25%) Triplestore
4 4 (5.80%) Power BI
5 3 (4.35%) Amazon RDS
5 3 (4.35%) SQL Server
6 2 (2.90%) MySQL
6 2 (2.90%) PostgreSQL
6 2 (2.90%) SQL Server Integration Services
7 1 (1.45%) Amazon Athena
7 1 (1.45%) Amazon Redshift
Development Applications
1 5 (7.25%) Toad
2 4 (5.80%) Git (software)
3 2 (2.90%) JIRA
General
1 43 (62.32%) Social Skills
2 21 (30.43%) Finance
3 14 (20.29%) Legal
4 4 (5.80%) Pharmaceutical
5 3 (4.35%) Marketing
6 2 (2.90%) Organisational Skills
7 1 (1.45%) Back Office
7 1 (1.45%) Financial Institution
7 1 (1.45%) Games
7 1 (1.45%) Public Sector
7 1 (1.45%) Swedish Language
Job Titles
1 30 (43.48%) Analyst
2 9 (13.04%) Data Analyst
3 8 (11.59%) Business Analyst
4 7 (10.14%) Change Analyst
4 7 (10.14%) Financial Analyst
5 6 (8.70%) Change Management Analyst
5 6 (8.70%) Finance Business Analyst
5 6 (8.70%) Incident Manager
5 6 (8.70%) ITIL Change Analyst
5 6 (8.70%) Major Incident Manager
6 5 (7.25%) Data Scientist
6 5 (7.25%) Project Manager
7 4 (5.80%) Business Finance Analyst
7 4 (5.80%) Report Analyst
8 3 (4.35%) Administrator
8 3 (4.35%) Head of Information
8 3 (4.35%) Head of Information Security
8 3 (4.35%) Head of Security
8 3 (4.35%) Insurance Business Analyst
8 3 (4.35%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (7.25%) Kafka
1 5 (7.25%) NLTK
1 5 (7.25%) NumPy
1 5 (7.25%) Pandas
1 5 (7.25%) SciPy
1 5 (7.25%) Shiny
1 5 (7.25%) TensorFlow
2 3 (4.35%) JSON
3 2 (2.90%) Ajax
3 2 (2.90%) CSS
3 2 (2.90%) GraphQL
3 2 (2.90%) HTML
3 2 (2.90%) jQuery
3 2 (2.90%) Middleware
3 2 (2.90%) Node.js
3 2 (2.90%) React
3 2 (2.90%) REST
3 2 (2.90%) Swagger
3 2 (2.90%) XHR
3 2 (2.90%) XML
Miscellaneous
1 7 (10.14%) Analytical Mindset
2 3 (4.35%) Management Information System
3 2 (2.90%) Client/Server
3 2 (2.90%) Life Science
3 2 (2.90%) Self-Motivation
4 1 (1.45%) Biotechnology
4 1 (1.45%) Data Centre
4 1 (1.45%) Data Protection Act
4 1 (1.45%) Data Structures
4 1 (1.45%) Freedom of Information
4 1 (1.45%) Freedom of Information Act
4 1 (1.45%) Hedge funds
4 1 (1.45%) Pharmacovigilance
4 1 (1.45%) Replication
4 1 (1.45%) Social Media
Operating Systems
1 2 (2.90%) Android
1 2 (2.90%) Linux
1 2 (2.90%) Tizen
2 1 (1.45%) Windows
2 1 (1.45%) Windows 10
2 1 (1.45%) Windows Server
2 1 (1.45%) Windows Server 2003
2 1 (1.45%) Windows XP
Processes & Methodologies
1 38 (55.07%) Problem-Solving
2 21 (30.43%) Time Management
3 17 (24.64%) ITIL
4 15 (21.74%) Change Management
5 12 (17.39%) ITIL V3
6 11 (15.94%) Project Management
7 10 (14.49%) Data Analysis
7 10 (14.49%) Service Delivery
7 10 (14.49%) Service Management
8 9 (13.04%) Analytics
8 9 (13.04%) ITSM
8 9 (13.04%) Matrix Organization
9 8 (11.59%) Analytical Thinking
9 8 (11.59%) Data Visualisation
9 8 (11.59%) Innovative Thinking
9 8 (11.59%) Systems Analysis
9 8 (11.59%) Visualisation
10 7 (10.14%) Data Science
10 7 (10.14%) Machine Learning
10 7 (10.14%) Validation
Programming Languages
1 17 (24.64%) SQL
2 12 (17.39%) Python
3 7 (10.14%) R
4 3 (4.35%) JavaScript
4 3 (4.35%) PowerShell
5 2 (2.90%) Bash
5 2 (2.90%) C
5 2 (2.90%) C#
5 2 (2.90%) C++
5 2 (2.90%) TypeScript
5 2 (2.90%) VBA
Qualifications
1 7 (10.14%) Degree
2 3 (4.35%) CISSP
2 3 (4.35%) ISACA
3 2 (2.90%) ITIL Foundation Certificate
3 2 (2.90%) Master's Degree
4 1 (1.45%) BPSS Clearance
4 1 (1.45%) CCDP
4 1 (1.45%) CCNA
4 1 (1.45%) CCNP
4 1 (1.45%) Cisco Certification
4 1 (1.45%) Computer Science Degree
4 1 (1.45%) ITIL Certification
4 1 (1.45%) PhD
Quality Assurance & Compliance
1 17 (24.64%) SLA
2 4 (5.80%) Data Quality
2 4 (5.80%) NIST
2 4 (5.80%) Sarbanes-Oxley
3 3 (4.35%) Cyber Essentials
3 3 (4.35%) ISO/IEC 27001
3 3 (4.35%) QA
4 1 (1.45%) GDPR
4 1 (1.45%) GxP
4 1 (1.45%) PCI DSS
System Software
1 1 (1.45%) Active Directory
1 1 (1.45%) Virtual Desktop
1 1 (1.45%) XenApp
Systems Management
1 2 (2.90%) Terraform
2 1 (1.45%) Cisco CUCM
2 1 (1.45%) Kubernetes
2 1 (1.45%) Observium
2 1 (1.45%) SCCM
Vendors
1 12 (17.39%) Microsoft
2 5 (7.25%) Oracle
3 4 (5.80%) Palo Alto
3 4 (5.80%) SAP
4 3 (4.35%) FireEye
4 3 (4.35%) Proofpoint
4 3 (4.35%) Symantec
4 3 (4.35%) Zscaler
5 2 (2.90%) Citrix
5 2 (2.90%) Workday
6 1 (1.45%) Cisco
6 1 (1.45%) Cognizant
6 1 (1.45%) Infoblox
6 1 (1.45%) Salesforce.com
6 1 (1.45%) SolarWinds