Period
to 21 February 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 21 February 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
21 Feb 2020
Same period 2019 Same period 2018
Rank 20 19 38
Rank change year-on-year -1 +19 +7
Contract jobs citing Analytical Skills 54 67 65
As % of all contract IT jobs advertised in Cambridgeshire 5.85% 6.52% 5.09%
As % of the Miscellaneous category 17.42% 18.72% 16.17%
Number of daily rates quoted 20 27 34
Cambridgeshire median daily rate £550 £420 £325
Median daily rate % change year-on-year +30.95% +29.23% -4.76%
10th Percentile £304 £284 £213
90th Percentile £625 £600 £471
East of England median daily rate £425 £400 £350
% change year-on-year +6.25% +14.29% -
Number of hourly rates quoted 11 9 4
Cambridgeshire median hourly rate £18.00 £19.25 £21.10
Median hourly rate % change year-on-year -6.49% -8.77% +38.36%
East of England median hourly rate £18.00 £17.50 £19.50
% change year-on-year +2.86% -10.26% +27.87%

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 310 358 402
As % of all contract IT jobs advertised in Cambridgeshire 33.59% 34.82% 31.48%
Number of daily rates quoted 170 197 235
Cambridgeshire median daily rate £450 £438 £380
Median daily rate % change year-on-year +2.86% +15.13% +8.57%
10th Percentile £250 £263 £210
90th Percentile £600 £625 £560
East of England median daily rate £425 £438 £425
% change year-on-year -2.86% +2.94% +18.06%
Number of hourly rates quoted 47 35 29
Cambridgeshire median hourly rate £19.00 £19.50 £40.00
Median hourly rate % change year-on-year -2.56% -51.25% +128.57%
10th Percentile £11.65 £13.85 £13.59
90th Percentile £51.00 £52.50 £49.65
East of England median hourly rate £22.82 £19.25 £24.60
% change year-on-year +18.55% -21.75% +17.14%

Analytical Skills
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Cambridgeshire.

Contractor daily rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 21 February 2020.

Contractor daily rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Cambridgeshire.

Contractor hourly rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Histogram in Cambridgeshire

The hourly rate distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 21 February 2020.

Contractor 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 21 February 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 0 39 £550 +7.32% 38
Huntingdon - 4 - - 3
Peterborough -13 2 £400 +14.29% 5
Ely - 2 £220 -
Analytical Skills
East of England

For the 6 months to 21 February 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 13 (24.07%) Windows
1 13 (24.07%) Microsoft
1 13 (24.07%) Agile Software Development
1 13 (24.07%) Problem-Solving
2 12 (22.22%) Microsoft Office
2 12 (22.22%) Management Information System
3 11 (20.37%) Driving Licence
4 10 (18.52%) Incident Management
4 10 (18.52%) Fujitsu
5 8 (14.81%) Python
5 8 (14.81%) SQL
6 7 (12.96%) ITIL
6 7 (12.96%) HP
6 7 (12.96%) Android
6 7 (12.96%) Git (software)
6 7 (12.96%) Apple iOS
6 7 (12.96%) Analytics
6 7 (12.96%) DevOps
7 6 (11.11%) Apache Spark
7 6 (11.11%) Data Science
7 6 (11.11%) Continuous Integration
7 6 (11.11%) AWS
7 6 (11.11%) ETL
8 5 (9.26%) Data Warehouse
8 5 (9.26%) Data Modelling
8 5 (9.26%) Oracle
8 5 (9.26%) PostgreSQL
8 5 (9.26%) Scrum
8 5 (9.26%) Software Engineering
8 5 (9.26%) Amazon S3

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 6 (11.11%) Apache Spark
2 2 (3.70%) Confluence
2 2 (3.70%) Jupyter
2 2 (3.70%) SAS
3 1 (1.85%) Apache
3 1 (1.85%) Apache Pig
3 1 (1.85%) SharePoint
3 1 (1.85%) Skype for Business
Applications
1 12 (22.22%) Microsoft Office
2 4 (7.41%) Microsoft Excel
3 3 (5.56%) Microsoft PowerPoint
Business Applications
1 1 (1.85%) Remedy ITSM
Cloud Services
1 6 (11.11%) AWS
2 5 (9.26%) Amazon S3
3 4 (7.41%) Amazon EMR
4 3 (5.56%) Amazon SQS
5 2 (3.70%) Amazon EC2
5 2 (3.70%) Amazon SageMaker
5 2 (3.70%) Azure
5 2 (3.70%) Office 365
5 2 (3.70%) Serverless
6 1 (1.85%) AWS Data Pipeline
Communications & Networking
1 1 (1.85%) Firewall
1 1 (1.85%) LAN
1 1 (1.85%) Skype
1 1 (1.85%) VoIP
1 1 (1.85%) WAN
1 1 (1.85%) Wireshark
Database & Business Intelligence
1 5 (9.26%) Data Warehouse
1 5 (9.26%) PostgreSQL
1 5 (9.26%) Relational Database
2 4 (7.41%) Amazon Redshift
2 4 (7.41%) Apache Hive
2 4 (7.41%) MySQL
2 4 (7.41%) Oracle BI EE
3 3 (5.56%) Amazon Aurora
3 3 (5.56%) Snowflake Schema
3 3 (5.56%) Star Schema
4 2 (3.70%) Amazon Athena
4 2 (3.70%) Amazon RDS
4 2 (3.70%) Electronic Patient Records
4 2 (3.70%) Spotfire
5 1 (1.85%) Big Data
5 1 (1.85%) Hadoop
5 1 (1.85%) SAP HANA
5 1 (1.85%) Sqoop
Development Applications
1 7 (12.96%) Git (software)
2 5 (9.26%) Jenkins
2 5 (9.26%) Sonatype Nexus
3 2 (3.70%) JIRA
General
1 4 (7.41%) Pharmaceutical
2 3 (5.56%) Finance
3 2 (3.70%) Legal
3 2 (3.70%) Public Sector
4 1 (1.85%) Telecoms
Job Titles
1 17 (31.48%) Analyst
2 10 (18.52%) Field Engineer
3 8 (14.81%) Desktop Engineer
3 8 (14.81%) Desktop Support
3 8 (14.81%) Desktop Support Engineer
3 8 (14.81%) Support Engineer
4 7 (12.96%) 2nd Line Support
5 6 (11.11%) 1st/2nd Line Support
5 6 (11.11%) Business Analyst
5 6 (11.11%) DevOps Engineer
5 6 (11.11%) Field Support Engineer
5 6 (11.11%) Hardware Engineer
5 6 (11.11%) Support Analyst
6 5 (9.26%) 2nd Line Support Analyst
6 5 (9.26%) Developer
6 5 (9.26%) Field Service Engineer
7 4 (7.41%) 1st/2nd Line Support Analyst
7 4 (7.41%) Computer Engineer
7 4 (7.41%) Field Hardware Engineer
7 4 (7.41%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (3.70%) Django
1 2 (3.70%) REST
Miscellaneous
1 12 (22.22%) Management Information System
2 11 (20.37%) Driving Licence
3 3 (5.56%) Data Centre
3 3 (5.56%) Data Structures
4 2 (3.70%) Analytical Mindset
4 2 (3.70%) Blog
5 1 (1.85%) Embedded Systems
5 1 (1.85%) Life Science
5 1 (1.85%) Reference Data
5 1 (1.85%) Self-Motivation
5 1 (1.85%) Video Conferencing
Operating Systems
1 13 (24.07%) Windows
2 7 (12.96%) Android
2 7 (12.96%) Apple iOS
3 3 (5.56%) Windows 10
4 1 (1.85%) Unix
4 1 (1.85%) Windows 7
4 1 (1.85%) Windows Embedded Compact
Processes & Methodologies
1 13 (24.07%) Agile Software Development
1 13 (24.07%) Problem-Solving
2 10 (18.52%) Incident Management
3 7 (12.96%) Analytics
3 7 (12.96%) DevOps
3 7 (12.96%) ITIL
4 6 (11.11%) Continuous Integration
4 6 (11.11%) Data Science
4 6 (11.11%) ETL
5 5 (9.26%) Data Modelling
5 5 (9.26%) Process Improvement
5 5 (9.26%) Scrum
5 5 (9.26%) Software Engineering
6 4 (7.41%) Break/Fix
6 4 (7.41%) Business Analysis
6 4 (7.41%) Data Entry
6 4 (7.41%) SDLC
6 4 (7.41%) Technical Leadership
6 4 (7.41%) Visualisation
7 3 (5.56%) High Availability
Programming Languages
1 8 (14.81%) Python
1 8 (14.81%) SQL
2 2 (3.70%) R
3 1 (1.85%) C
3 1 (1.85%) Embedded C
3 1 (1.85%) Java
3 1 (1.85%) Scala
3 1 (1.85%) Shell Script
Qualifications
1 4 (7.41%) Degree
2 3 (5.56%) CISSP
3 2 (3.70%) IIBA
3 2 (3.70%) MCP
4 1 (1.85%) CCNA
4 1 (1.85%) CCNP
4 1 (1.85%) Cisco Certification
4 1 (1.85%) ITIL Foundation Certificate
4 1 (1.85%) JNCIA
4 1 (1.85%) PMP
Quality Assurance & Compliance
1 4 (7.41%) GLP
1 4 (7.41%) Good Clinical Practice
2 2 (3.70%) PMO
3 1 (1.85%) Data Quality
3 1 (1.85%) GxP
System Software
1 4 (7.41%) Docker
Systems Management
1 2 (3.70%) Kubernetes
Vendors
1 13 (24.07%) Microsoft
2 10 (18.52%) Fujitsu
3 7 (12.96%) HP
4 5 (9.26%) Oracle
5 4 (7.41%) MicroStrategy
6 3 (5.56%) Tableau
6 3 (5.56%) Talend
7 2 (3.70%) Facebook
7 2 (3.70%) Google
7 2 (3.70%) JD Edwards
7 2 (3.70%) SAP
7 2 (3.70%) YouTube
8 1 (1.85%) BMC
8 1 (1.85%) Cisco
8 1 (1.85%) Juniper
8 1 (1.85%) Remedy
8 1 (1.85%) Workday