Period
to 27 May 2020

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 27 May 2020 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
27 May 2020
Same period 2019 Same period 2018
Rank 29 28 33
Rank change year-on-year -1 +5 +22
Contract jobs citing Analytical Skills 28 54 48
As % of all contract jobs advertised in Cambridgeshire 4.94% 5.16% 4.61%
As % of the Miscellaneous category 16.28% 15.38% 14.16%
Number of daily rates quoted 9 29 22
Median daily rate £600 £413 £388
Median daily rate % change year-on-year +45.45% +6.45% +5.80%
10th Percentile £405 £101 £263
90th Percentile £625 £575 £494
East of England median daily rate £444 £413 £400
% change year-on-year +7.58% +3.13% +3.90%
Number of hourly rates quoted 7 2 5
Median hourly rate £17.10 £17.25 £19.50
Median hourly rate % change year-on-year -0.87% -11.54% -46.58%
East of England median hourly rate £18.16 £30.00 £18.00
% change year-on-year -39.48% +66.67% -47.83%

Analytical Skills is in the Generic IT 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 generic IT skills.

All Generic IT Skills
Cambridgeshire
Contract vacancies with a requirement for generic IT skills 172 351 339
As % of all contract IT jobs advertised in Cambridgeshire 30.34% 33.56% 32.53%
Number of daily rates quoted 95 219 169
Median daily rate £500 £425 £425
Median daily rate % change year-on-year +17.65% - +21.43%
10th Percentile £250 £205 £236
90th Percentile £625 £625 £565
East of England median daily rate £440 £439 £450
% change year-on-year +0.28% -2.50% +12.50%
Number of hourly rates quoted 15 30 19
Median hourly rate £17.10 £19.50 £35.00
Median hourly rate % change year-on-year -12.31% -44.29% +91.99%
10th Percentile £15.22 £9.65 £12.76
90th Percentile £19.80 £57.33 £48.00
Median hourly rate £21.57 £17.50 £20.45
% change year-on-year +23.26% -14.43% -6.73%

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 27 May 2020.

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
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 27 May 2020. 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
Cambridge +8 23 £563 +32.35% 6
Peterborough -2 1 - - 5
Analytical Skills
East of England

For the 6 months to 27 May 2020, 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 14 (50.00%) Problem-Solving
2 11 (39.29%) Windows
3 10 (35.71%) Microsoft
4 8 (28.57%) Python
4 8 (28.57%) ITIL
4 8 (28.57%) Driving Licence
5 7 (25.00%) Microsoft Office
5 7 (25.00%) Management Information System
5 7 (25.00%) Incident Management
5 7 (25.00%) Fujitsu
6 6 (21.43%) Information Security
6 6 (21.43%) SQL
7 5 (17.86%) Agile Software Development
7 5 (17.86%) Android
7 5 (17.86%) Azure
7 5 (17.86%) Apple iOS
8 4 (14.29%) Data Science
8 4 (14.29%) Cybersecurity
8 4 (14.29%) Docker
8 4 (14.29%) Degree
8 4 (14.29%) Blog
8 4 (14.29%) Cisco
8 4 (14.29%) HP
9 3 (10.71%) Internet
9 3 (10.71%) Shell Script
9 3 (10.71%) CISSP
9 3 (10.71%) Linux
9 3 (10.71%) ETL
9 3 (10.71%) VMware
9 3 (10.71%) Security Management

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 2 (7.14%) Apache Spark
1 2 (7.14%) Jupyter
1 2 (7.14%) SAS
Applications
1 7 (25.00%) Microsoft Office
Cloud Services
1 5 (17.86%) Azure
2 3 (10.71%) Amazon S3
2 3 (10.71%) AWS
2 3 (10.71%) Office 365
3 2 (7.14%) Amazon EC2
3 2 (7.14%) Amazon SageMaker
3 2 (7.14%) Serverless
4 1 (3.57%) Amazon EMR
Communications & Networking
1 3 (10.71%) Internet
1 3 (10.71%) Network Security
2 1 (3.57%) Firewall
2 1 (3.57%) LAN
2 1 (3.57%) WAN
2 1 (3.57%) Wireshark
Database & Business Intelligence
1 2 (7.14%) Amazon Athena
1 2 (7.14%) Amazon RDS
1 2 (7.14%) PostgreSQL
1 2 (7.14%) Relational Database
2 1 (3.57%) Amazon Redshift
2 1 (3.57%) Data Warehouse
2 1 (3.57%) RDBMS
2 1 (3.57%) Snowflake Schema
2 1 (3.57%) Spotfire
Development Applications
1 2 (7.14%) Git (software)
2 1 (3.57%) Jenkins
General
1 2 (7.14%) Legal
2 1 (3.57%) Pharmaceutical
Job Titles
1 7 (25.00%) Field Engineer
2 6 (21.43%) Analyst
3 5 (17.86%) 1st/2nd Line Support
3 5 (17.86%) 2nd Line Support
3 5 (17.86%) Hardware Engineer
4 4 (14.29%) 1st/2nd Line Support Analyst
4 4 (14.29%) 2nd Line Support Analyst
4 4 (14.29%) Computer Engineer
4 4 (14.29%) Desktop Engineer
4 4 (14.29%) Desktop Support
4 4 (14.29%) Desktop Support Engineer
4 4 (14.29%) Field Hardware Engineer
4 4 (14.29%) Support Analyst
4 4 (14.29%) Support Engineer
5 3 (10.71%) Developer
5 3 (10.71%) Field Support Engineer
5 3 (10.71%) Security Engineer
5 3 (10.71%) Security Specialist
5 3 (10.71%) Senior Security Engineer
5 3 (10.71%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (7.14%) Django
2 1 (3.57%) REST
Miscellaneous
1 8 (28.57%) Driving Licence
2 7 (25.00%) Management Information System
3 4 (14.29%) Blog
4 3 (10.71%) Data Centre
4 3 (10.71%) Security Operations Centre
5 1 (3.57%) Life Science
5 1 (3.57%) Reference Data
5 1 (3.57%) Self-Motivation
Operating Systems
1 11 (39.29%) Windows
2 5 (17.86%) Android
2 5 (17.86%) Apple iOS
3 3 (10.71%) Linux
4 1 (3.57%) Windows 10
4 1 (3.57%) Windows 7
Processes & Methodologies
1 14 (50.00%) Problem-Solving
2 8 (28.57%) ITIL
3 7 (25.00%) Incident Management
4 6 (21.43%) Information Security
5 5 (17.86%) Agile Software Development
6 4 (14.29%) Cybersecurity
6 4 (14.29%) Data Science
7 3 (10.71%) Break/Fix
7 3 (10.71%) Enterprise Architecture
7 3 (10.71%) ETL
7 3 (10.71%) Information Management
7 3 (10.71%) Information Security Management
7 3 (10.71%) Penetration Testing
7 3 (10.71%) Security Architecture
7 3 (10.71%) Security Management
7 3 (10.71%) Security Operations
7 3 (10.71%) Security Testing
7 3 (10.71%) SIEM
8 2 (7.14%) Artificial Intelligence
8 2 (7.14%) Software Engineering
Programming Languages
1 8 (28.57%) Python
2 6 (21.43%) SQL
3 3 (10.71%) Bash Shell
3 3 (10.71%) PowerShell
3 3 (10.71%) Shell Script
4 2 (7.14%) R
Qualifications
1 4 (14.29%) Degree
2 3 (10.71%) CISSP
2 3 (10.71%) SANS
3 1 (3.57%) CCNA
3 1 (3.57%) CCNP
3 1 (3.57%) Cisco Certification
3 1 (3.57%) JNCIA
Quality Assurance & Compliance
1 3 (10.71%) AICPA
1 3 (10.71%) COBIT
1 3 (10.71%) NIST
2 1 (3.57%) Data Quality
System Software
1 4 (14.29%) Docker
2 3 (10.71%) VMware Infrastructure
Systems Management
1 2 (7.14%) Kubernetes
Vendors
1 10 (35.71%) Microsoft
2 7 (25.00%) Fujitsu
3 4 (14.29%) Cisco
3 4 (14.29%) HP
4 3 (10.71%) VMware
5 2 (7.14%) Google
5 2 (7.14%) Tableau
6 1 (3.57%) Facebook
6 1 (3.57%) Informatica
6 1 (3.57%) Juniper
6 1 (3.57%) MicroStrategy
6 1 (3.57%) Talend
6 1 (3.57%) YouTube