Period
to 20 April 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 April 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Cambridgeshire > Cambridge
6 months to
20 Apr 2019
Same period 2018 Same period 2017
Rank 37 44 45
Rank change year-on-year +7 +1 -8
Permanent jobs citing Analytical Skills 126 216 157
As % of all permanent IT jobs advertised in Cambridge 6.84% 6.30% 6.32%
As % of the Miscellaneous category 13.83% 13.42% 14.38%
Number of salaries quoted 86 143 123
Cambridge median annual salary £40,000 £44,000 £45,000
Median salary % change year-on-year -9.09% -2.22% +20.00%
10th Percentile £25,000 £30,500 £23,500
90th Percentile £53,125 £58,825 £75,000
Cambridgeshire median annual salary £40,000 £43,500 £42,500
% change year-on-year -8.05% +2.35% +11.11%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 911 1,610 1,092
As % of all permanent IT jobs advertised in Cambridge 49.46% 46.99% 43.93%
Number of salaries quoted 592 981 853
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +2.69%
10th Percentile £30,000 £30,000 £26,250
90th Percentile £82,500 £72,500 £67,500
Cambridgeshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.26%

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
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Cambridge.

Salary trend for Analytical Skills in Cambridge

Analytical Skills
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytical Skills in Cambridge over the 6 months to 20 April 2019.

Salary histogram for Analytical Skills in Cambridge

For the 6 months to 20 April 2019, IT 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 permanent job ads across the Cambridge region with a requirement for Analytical Skills.

1 53 (42.06%) SQL
2 51 (40.48%) Problem-Solving
3 46 (36.51%) Microsoft
4 33 (26.19%) Degree
5 31 (24.60%) Agile Software Development
5 31 (24.60%) SQL Server
6 29 (23.02%) SQL Server Integration Services
7 28 (22.22%) CRM
8 27 (21.43%) Finance
9 25 (19.84%) Business Intelligence
9 25 (19.84%) Artificial Intelligence
10 24 (19.05%) Life Science
10 24 (19.05%) Power BI
11 23 (18.25%) Mathematics
11 23 (18.25%) ETL
12 22 (17.46%) SharePoint
12 22 (17.46%) Dynamics CRM
12 22 (17.46%) SQL Server Reporting Services
12 22 (17.46%) PowerShell
13 21 (16.67%) Machine Learning
13 21 (16.67%) Document Management
13 21 (16.67%) Visual Studio
13 21 (16.67%) SSDT
13 21 (16.67%) Dynamics 365
14 19 (15.08%) Self-Motivation
14 19 (15.08%) Computer Science
15 18 (14.29%) Firewall
16 16 (12.70%) Software Engineering
17 15 (11.90%) Python
18 14 (11.11%) LAN

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 22 (17.46%) SharePoint
2 2 (1.59%) SAS
3 1 (0.79%) IIS
3 1 (0.79%) MS Exchange
3 1 (0.79%) MS Project Server
Applications
1 4 (3.17%) Microsoft Excel
2 1 (0.79%) Chatbot
2 1 (0.79%) Microsoft Office
2 1 (0.79%) Microsoft Project
2 1 (0.79%) MS Visio
Business Applications
1 22 (17.46%) Dynamics CRM
2 6 (4.76%) Salesforce.com CRM
3 3 (2.38%) Dynamics AX
3 3 (2.38%) NetSuite
4 2 (1.59%) Endur
5 1 (0.79%) Dynamics NAV
Cloud Services
1 21 (16.67%) Dynamics 365
2 14 (11.11%) Amazon AWS
3 8 (6.35%) SaaS
4 5 (3.97%) GitHub
5 3 (2.38%) Microsoft Azure
Communications & Networking
1 18 (14.29%) Firewall
2 14 (11.11%) LAN
2 14 (11.11%) WAN
3 12 (9.52%) Wireshark
4 5 (3.97%) HTTP
5 3 (2.38%) MPLS
6 1 (0.79%) ADSL
6 1 (0.79%) Cisco ASA
6 1 (0.79%) Ethernet
6 1 (0.79%) Internet
6 1 (0.79%) VLAN
6 1 (0.79%) VoIP
6 1 (0.79%) VPN
6 1 (0.79%) Wireless
Database & Business Intelligence
1 31 (24.60%) SQL Server
2 29 (23.02%) SQL Server Integration Services
3 24 (19.05%) Power BI
4 22 (17.46%) SQL Server Reporting Services
5 21 (16.67%) SSDT
6 8 (6.35%) Data Warehouse
7 3 (2.38%) MySQL
8 2 (1.59%) Apache Hive
8 2 (1.59%) Base SAS
8 2 (1.59%) GIS
8 2 (1.59%) Hadoop
8 2 (1.59%) MongoDB
8 2 (1.59%) Pentaho
8 2 (1.59%) QlikView
9 1 (0.79%) NoSQL
9 1 (0.79%) PostgreSQL
Development Applications
1 21 (16.67%) Visual Studio
2 4 (3.17%) Gradle
2 4 (3.17%) Maven
3 2 (1.59%) Git (software)
3 2 (1.59%) GoogleTest
4 1 (0.79%) Fiddler
4 1 (0.79%) Jenkins
4 1 (0.79%) JIRA
General
1 27 (21.43%) Finance
2 7 (5.56%) Banking
3 6 (4.76%) Legal
4 5 (3.97%) Spanish Language
5 4 (3.17%) French Language
5 4 (3.17%) Manufacturing
5 4 (3.17%) Retail
6 2 (1.59%) Portuguese Language
6 2 (1.59%) Telecoms
7 1 (0.79%) Electronics
Job Titles
1 46 (36.51%) Analyst
2 18 (14.29%) Developer
3 16 (12.70%) Graduate
4 14 (11.11%) Business Intelligence Analyst
5 13 (10.32%) Network Engineer
6 8 (6.35%) Business Intelligence Lead
6 8 (6.35%) Software Developer
6 8 (6.35%) Test Engineer
7 7 (5.56%) Consultant
7 7 (5.56%) Graduate Analyst
7 7 (5.56%) Support Engineer
8 6 (4.76%) Cisco Engineer
8 6 (4.76%) Cisco Network Engineer
8 6 (4.76%) Customer Analyst
8 6 (4.76%) Customer Support Analyst
8 6 (4.76%) DBA
8 6 (4.76%) Product Analyst
8 6 (4.76%) Support Analyst
9 5 (3.97%) Product Consultant
9 5 (3.97%) Research Analyst
Libraries, Frameworks & Software Standards
1 11 (8.73%) Web Services
2 8 (6.35%) .NET
3 4 (3.17%) SOAP
3 4 (3.17%) Spring
3 4 (3.17%) Spring Boot
3 4 (3.17%) WCF
3 4 (3.17%) XML
4 3 (2.38%) COM
4 3 (2.38%) Java EE
5 2 (1.59%) AngularJS
5 2 (1.59%) ASP.NET
5 2 (1.59%) Boost C++ Libraries
5 2 (1.59%) J2EE
5 2 (1.59%) Natural Language Processing
5 2 (1.59%) Node.js
5 2 (1.59%) React
6 1 (0.79%) CSS
6 1 (0.79%) JDBC
6 1 (0.79%) Razor View Engine
6 1 (0.79%) REST
Miscellaneous
1 24 (19.05%) Life Science
2 19 (15.08%) Self-Motivation
3 14 (11.11%) Management Information System
4 12 (9.52%) Driving Licence
5 10 (7.94%) Analytical Mindset
6 5 (3.97%) Linux Command Line
7 2 (1.59%) Mobile App
8 1 (0.79%) Algorithms
8 1 (0.79%) Augmented Reality
8 1 (0.79%) Greenfield Project
8 1 (0.79%) User Experience
Operating Systems
1 6 (4.76%) Linux
2 5 (3.97%) Unix
3 4 (3.17%) Android
4 3 (2.38%) Windows
5 2 (1.59%) Mac OS
5 2 (1.59%) Ubuntu
6 1 (0.79%) Apple iOS
6 1 (0.79%) Windows 10
Processes & Methodologies
1 51 (40.48%) Problem-Solving
2 31 (24.60%) Agile Software Development
3 28 (22.22%) CRM
4 25 (19.84%) Artificial Intelligence
4 25 (19.84%) Business Intelligence
5 23 (18.25%) ETL
5 23 (18.25%) Mathematics
6 21 (16.67%) Document Management
6 21 (16.67%) Machine Learning
7 19 (15.08%) Computer Science
8 16 (12.70%) Software Engineering
9 14 (11.11%) IT Strategy
9 14 (11.11%) Physics
10 13 (10.32%) ITIL
11 12 (9.52%) Business Analysis
12 10 (7.94%) Visualisation
13 8 (6.35%) Data Integration
13 8 (6.35%) Project Management
14 7 (5.56%) Data Analysis
14 7 (5.56%) OO
Programming Languages
1 53 (42.06%) SQL
2 22 (17.46%) PowerShell
3 15 (11.90%) Python
4 11 (8.73%) JavaScript
5 9 (7.14%) C#
5 9 (7.14%) Java
6 8 (6.35%) T-SQL
7 7 (5.56%) C++
8 5 (3.97%) Bash Shell
8 5 (3.97%) PHP
9 2 (1.59%) Perl
9 2 (1.59%) VBA
10 1 (0.79%) Groovy
10 1 (0.79%) Kotlin
10 1 (0.79%) Lua
10 1 (0.79%) R
10 1 (0.79%) Ruby
10 1 (0.79%) TypeScript
10 1 (0.79%) VB.NET
Qualifications
1 33 (26.19%) Degree
2 13 (10.32%) Cisco Certification
3 12 (9.52%) CCNA
3 12 (9.52%) JNCIA
4 9 (7.14%) PhD
5 4 (3.17%) Computer Science Degree
5 4 (3.17%) Numerate Degree
6 2 (1.59%) JNCIP
6 2 (1.59%) PMP
7 1 (0.79%) CCNP
Quality Assurance & Compliance
1 5 (3.97%) QA
2 4 (3.17%) ISO/IEC 20000
3 1 (0.79%) GDPR
3 1 (0.79%) IEC 62304
3 1 (0.79%) ISO 13485
3 1 (0.79%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (0.79%) SLA
System Software
1 2 (1.59%) Docker
2 1 (0.79%) Active Directory
Systems Management
1 2 (1.59%) HP ALM
Vendors
1 46 (36.51%) Microsoft
2 13 (10.32%) Cisco
3 12 (9.52%) Juniper
4 7 (5.56%) Salesforce.com
5 4 (3.17%) Google
5 4 (3.17%) Samsung
6 3 (2.38%) HP
6 3 (2.38%) JD Edwards
7 2 (1.59%) OpenLink
7 2 (1.59%) SAP
7 2 (1.59%) Tableau
8 1 (0.79%) Draytek
8 1 (0.79%) Huawei
8 1 (0.79%) Meraki
8 1 (0.79%) Oracle
8 1 (0.79%) SonicWALL