Period
to 10 December 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Cambridge. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 10 December 2018 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
Cambridgeshire > Cambridge
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 21 39 37
Rank change year-on-year +18 -2 +12
Contract jobs citing Analytical Skills 47 26 22
As % of all contract IT jobs advertised in Cambridge 6.37% 3.72% 3.48%
As % of the Miscellaneous category 17.47% 11.87% 11.06%
Number of daily rates quoted 17 19 7
Cambridge median daily rate £500 £325 £425
Median daily rate % change year-on-year +53.85% -23.53% +21.00%
10th Percentile £403 £208 £221
90th Percentile £633 £438 £515
Cambridgeshire median daily rate £491 £325 £325
% change year-on-year +51.02% - -18.75%
Number of hourly rates quoted 10 1 6
Cambridge median hourly rate £18.38 £22.70 £15.25
Median hourly rate % change year-on-year -19.05% +48.85% -12.86%
10th Percentile £17.50 £21.35 £14.63
90th Percentile £23.08 £24.05 £15.88
Cambridgeshire median hourly rate £17.50 £22.70 £15.25
% change year-on-year -22.91% +48.85% -56.43%

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 Cambridge with a requirement for generic IT skills.

All Generic IT Skills
Cambridge
Contract vacancies with a requirement for generic IT skills 269 219 199
As % of all contract IT jobs advertised in Cambridge 36.45% 31.33% 31.44%
Number of daily rates quoted 131 131 109
Cambridge median daily rate £438 £375 £350
Median daily rate % change year-on-year +16.67% +7.14% -6.67%
10th Percentile £263 £208 £100
90th Percentile £588 £550 £478
Cambridgeshire median daily rate £438 £375 £350
% change year-on-year +16.67% +7.14% -6.67%
Number of hourly rates quoted 23 26 13
Cambridge median hourly rate £42.50 £42.00 £15.25
Median hourly rate % change year-on-year +1.19% +175.41% -59.87%
10th Percentile £17.50 £19.43 £11.98
90th Percentile £52.50 £50.25 £42.50
Cambridgeshire median hourly rate £20.88 £41.50 £30.50
% change year-on-year -49.70% +36.07% +17.31%

Analytical Skills
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Analytical Skills in Cambridge

Analytical Skills
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for Analytical Skills in Cambridge

Analytical Skills
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Analytical Skills in Cambridge over the 6 months to 10 December 2018.

Contractor daily rate histogram for Analytical Skills in Cambridge

Analytical Skills
Contractor Hourly Rate Trend in Cambridge

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

Contractor hourly rate trend for Analytical Skills in Cambridge

For the 6 months to 10 December 2018, 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 Cambridge region with a requirement for Analytical Skills.

1 16 (34.04%) Problem-Solving
2 14 (29.79%) Microsoft
2 14 (29.79%) Agile Software Development
3 11 (23.40%) Marketing
3 11 (23.40%) Office 365
4 10 (21.28%) Microsoft Office
5 9 (19.15%) Windows
5 9 (19.15%) Analytics
5 9 (19.15%) ServiceNow
5 9 (19.15%) Windows 10
6 8 (17.02%) CRM
6 8 (17.02%) ETL
6 8 (17.02%) Finance
7 7 (14.89%) ITSM
7 7 (14.89%) Degree
7 7 (14.89%) Business Analysis
7 7 (14.89%) Business Intelligence
7 7 (14.89%) Active Directory
7 7 (14.89%) Hadoop
7 7 (14.89%) NoSQL
8 6 (12.77%) Continuous Improvement
8 6 (12.77%) SaaS
8 6 (12.77%) Apache Hive
8 6 (12.77%) Amazon AWS
8 6 (12.77%) Amazon EMR
8 6 (12.77%) User Stories
8 6 (12.77%) Amazon Redshift
8 6 (12.77%) Amazon Aurora
8 6 (12.77%) Acceptance Criteria
8 6 (12.77%) Middleware

Analytical Skills
Co-occurring IT Skills in Cambridge 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 4 (8.51%) Apache Spark
1 4 (8.51%) Confluence
1 4 (8.51%) Skype for Business
2 3 (6.38%) Mule
3 2 (4.26%) SharePoint
Applications
1 10 (21.28%) Microsoft Office
2 2 (4.26%) Microsoft Project
3 1 (2.13%) Microsoft Excel
3 1 (2.13%) SOLIDWORKS
Business Applications
1 6 (12.77%) Dynamics CRM
2 2 (4.26%) NetSuite
3 1 (2.13%) SAP S/4HANA
Cloud Services
1 11 (23.40%) Office 365
2 6 (12.77%) Amazon AWS
2 6 (12.77%) Amazon EMR
2 6 (12.77%) SaaS
3 5 (10.64%) Amazon S3
3 5 (10.64%) OneDrive
4 4 (8.51%) Dynamics 365
5 2 (4.26%) Amazon SQS
5 2 (4.26%) Azure Active Directory
5 2 (4.26%) IaaS
5 2 (4.26%) Microsoft Azure
5 2 (4.26%) PaaS
6 1 (2.13%) Cloud Computing
Communications & Networking
1 4 (8.51%) Skype
2 1 (2.13%) 802.11
2 1 (2.13%) Bluetooth
2 1 (2.13%) SNMP
2 1 (2.13%) Wi-Fi
2 1 (2.13%) Wireless
Database & Business Intelligence
1 7 (14.89%) Hadoop
1 7 (14.89%) NoSQL
2 6 (12.77%) Amazon Aurora
2 6 (12.77%) Amazon Redshift
2 6 (12.77%) Apache Hive
2 6 (12.77%) MySQL
2 6 (12.77%) PostgreSQL
3 3 (6.38%) Big Data
4 2 (4.26%) Data Warehouse
4 2 (4.26%) Power BI
5 1 (2.13%) OLAP
5 1 (2.13%) Oracle BI EE
5 1 (2.13%) Relational Database
5 1 (2.13%) SQL Server
5 1 (2.13%) SQL Server Reporting Services
Development Applications
1 4 (8.51%) GitLab
1 4 (8.51%) JIRA
2 2 (4.26%) Git (software)
2 2 (4.26%) Visual Studio Team System
3 1 (2.13%) Hudson
3 1 (2.13%) LabVIEW
General
1 11 (23.40%) Marketing
2 8 (17.02%) Finance
3 5 (10.64%) Publishing
4 3 (6.38%) Manufacturing
5 2 (4.26%) General Ledger
5 2 (4.26%) Pharmaceutical
6 1 (2.13%) Electronics
6 1 (2.13%) Mandarin Language
6 1 (2.13%) Telecoms
Job Titles
1 9 (19.15%) Analyst
1 9 (19.15%) Support Engineer
2 7 (14.89%) Architect
2 7 (14.89%) Solutions Architect
3 6 (12.77%) Business Analyst
4 5 (10.64%) IT Engineer
5 4 (8.51%) Desktop Engineer
5 4 (8.51%) Desktop Support
5 4 (8.51%) Desktop Support Engineer
5 4 (8.51%) Developer
6 3 (6.38%) Data Engineer
6 3 (6.38%) IT Support
6 3 (6.38%) IT Support Engineer
6 3 (6.38%) Technical Engineer
6 3 (6.38%) Technical Support
6 3 (6.38%) Technical Support Engineer
7 2 (4.26%) Category Manager
7 2 (4.26%) Data Analytics Engineer
7 2 (4.26%) Finance Manager
7 2 (4.26%) NetSuite Analyst
Libraries, Frameworks & Software Standards
1 6 (12.77%) Middleware
1 6 (12.77%) Web Services
2 4 (8.51%) Apache Camel
2 4 (8.51%) REST
2 4 (8.51%) SOAP
3 2 (4.26%) RESTful
3 2 (4.26%) Spring
4 1 (2.13%) 802.1X
4 1 (2.13%) COM
4 1 (2.13%) Ruby on Rails
Miscellaneous
1 4 (8.51%) Fat Client
1 4 (8.51%) Thin Client
2 3 (6.38%) User Experience
3 2 (4.26%) Biotechnology
3 2 (4.26%) Life Science
3 2 (4.26%) Management Information System
3 2 (4.26%) Self-Motivation
4 1 (2.13%) Virtual Team
Operating Systems
1 9 (19.15%) Windows
1 9 (19.15%) Windows 10
2 5 (10.64%) Apple iOS
2 5 (10.64%) Mac OS
3 4 (8.51%) Windows 7
3 4 (8.51%) Windows 8
3 4 (8.51%) Windows XP
4 2 (4.26%) Linux
5 1 (2.13%) Unix
Processes & Methodologies
1 16 (34.04%) Problem-Solving
2 14 (29.79%) Agile Software Development
3 9 (19.15%) Analytics
4 8 (17.02%) CRM
4 8 (17.02%) ETL
5 7 (14.89%) Business Analysis
5 7 (14.89%) Business Intelligence
5 7 (14.89%) ITSM
6 6 (12.77%) Acceptance Criteria
6 6 (12.77%) Asset Management
6 6 (12.77%) Continuous Improvement
6 6 (12.77%) User Acceptance Testing
6 6 (12.77%) User Stories
7 5 (10.64%) Matrix Organization
7 5 (10.64%) Project Management
7 5 (10.64%) Software Deployment
7 5 (10.64%) Visualisation
8 4 (8.51%) Service Delivery
8 4 (8.51%) SOA
8 4 (8.51%) TOGAF
Programming Languages
1 4 (8.51%) SQL
2 3 (6.38%) Java
3 2 (4.26%) Java 8
3 2 (4.26%) Python
3 2 (4.26%) Scala
4 1 (2.13%) Assembly Language
4 1 (2.13%) C
4 1 (2.13%) C++
4 1 (2.13%) Embedded C
4 1 (2.13%) MATLAB
4 1 (2.13%) Perl
4 1 (2.13%) PHP
4 1 (2.13%) Ruby
4 1 (2.13%) T-SQL
Qualifications
1 7 (14.89%) Degree
2 5 (10.64%) A+ Certification
3 4 (8.51%) TOGAF Certification
4 1 (2.13%) Master's Degree
4 1 (2.13%) MBA
4 1 (2.13%) PhD
Quality Assurance & Compliance
1 1 (2.13%) GDPR
1 1 (2.13%) IFRS
1 1 (2.13%) ISO 13485
1 1 (2.13%) ISO 9001
1 1 (2.13%) SLA
System Software
1 7 (14.89%) Active Directory
2 1 (2.13%) Docker
Systems Management
1 5 (10.64%) SCCM
1 5 (10.64%) Systems Management Server (SMS)
2 4 (8.51%) Single Sign-On
3 2 (4.26%) Microsoft Intune
4 1 (2.13%) Ansible
4 1 (2.13%) Puppet
Vendors
1 14 (29.79%) Microsoft
2 9 (19.15%) ServiceNow
3 5 (10.64%) Apple
3 5 (10.64%) Talend
4 4 (8.51%) Marketo
4 4 (8.51%) MuleSoft
4 4 (8.51%) SAP
5 2 (4.26%) Ariba
5 2 (4.26%) MicroStrategy
6 1 (2.13%) Huawei
6 1 (2.13%) IFS