Period
to 22 May 2018

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 22 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Cambridgeshire > Cambridge
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 43 41 37
Rank change year-on-year -2 -4 -4
Permanent jobs citing Analytical Skills 205 169 189
As % of all permanent IT jobs advertised in Cambridge 6.66% 6.70% 6.89%
As % of the Miscellaneous category 11.75% 12.65% 14.59%
Number of salaries quoted 136 104 123
Cambridge median annual salary £42,900 £45,500 £39,000
Median salary % change year-on-year -5.71% +16.67% -2.50%
10th Percentile £29,711 £26,475 £26,250
90th Percentile £56,250 £75,000 £57,500
Cambridgeshire median annual salary £42,500 £45,000 £38,500
% change year-on-year -5.56% +16.88% -3.75%

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 1,744 1,336 1,295
As % of all permanent IT jobs advertised in Cambridge 56.66% 52.95% 47.21%
Number of salaries quoted 1,072 1,024 963
Cambridge median annual salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88% -
10th Percentile £27,500 £27,500 £27,500
90th Percentile £72,375 £68,750 £66,250
Cambridgeshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 22 May 2018.

Salary histogram for Analytical Skills in Cambridge

For the 6 months to 22 May 2018, 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 59 (28.78%) Degree
2 48 (23.41%) SQL
2 48 (23.41%) Microsoft
2 48 (23.41%) Agile Software Development
2 48 (23.41%) Problem-Solving
3 45 (21.95%) SQL Server
4 44 (21.46%) .NET
5 42 (20.49%) C#
6 41 (20.00%) Linux
7 40 (19.51%) Mathematics
8 34 (16.59%) ITIL
8 34 (16.59%) Software Engineering
9 33 (16.10%) Retail
9 33 (16.10%) Python
10 32 (15.61%) HTML
11 31 (15.12%) CSS
12 29 (14.15%) JavaScript
13 28 (13.66%) .NET Framework
14 26 (12.68%) Physics
14 26 (12.68%) Process Improvement
15 25 (12.20%) JIRA
15 25 (12.20%) T-SQL
15 25 (12.20%) Oracle
16 23 (11.22%) Project Management
16 23 (11.22%) Internet
17 22 (10.73%) Windows
17 22 (10.73%) Refactoring
17 22 (10.73%) Computer Science
18 21 (10.24%) Business Analysis
19 19 (9.27%) Oracle Identity Manager

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 10 (4.88%) SharePoint
2 5 (2.44%) NetWeaver
3 2 (0.98%) IIS
3 2 (0.98%) SAS
4 1 (0.49%) Apache
4 1 (0.49%) Apache Spark
4 1 (0.49%) Exchange Server 2010
4 1 (0.49%) Exchange Server 2013
4 1 (0.49%) MS Exchange
4 1 (0.49%) MS Project Server
Applications
1 14 (6.83%) Microsoft Excel
2 6 (2.93%) Microsoft Office
2 6 (2.93%) MS Visio
3 4 (1.95%) Microsoft Project
4 2 (0.98%) SPSS
5 1 (0.49%) 3ds Max
5 1 (0.49%) Maya
5 1 (0.49%) Microsoft PowerPoint
5 1 (0.49%) Photoshop
5 1 (0.49%) ZBrush
Business Applications
1 4 (1.95%) Dynamics AX
1 4 (1.95%) Dynamics GP
1 4 (1.95%) Oracle EBS
1 4 (1.95%) Oracle ERP
2 3 (1.46%) Salesforce.com CRM
3 2 (0.98%) NetSuite
Cloud Services
1 13 (6.34%) GitHub
2 11 (5.37%) Amazon AWS
3 7 (3.41%) Microsoft Azure
4 3 (1.46%) Azure Data Factory
4 3 (1.46%) Dynamics 365
4 3 (1.46%) Salesforce Service Cloud
5 2 (0.98%) SaaS
6 1 (0.49%) Google Cloud Platform
6 1 (0.49%) Office 365
Communications & Networking
1 23 (11.22%) Internet
2 4 (1.95%) DNS
3 2 (0.98%) HTTP
4 1 (0.49%) Firewall
4 1 (0.49%) FTP
Database & Business Intelligence
1 45 (21.95%) SQL Server
2 9 (4.39%) SQL Server Reporting Services
3 8 (3.90%) BusinessObjects
3 8 (3.90%) SAP HANA
3 8 (3.90%) SQL Server Integration Services
4 7 (3.41%) Crystal Reports
4 7 (3.41%) Relational Database
5 5 (2.44%) BusinessObjects Business Intelligence
5 5 (2.44%) SAP Data Services
6 4 (1.95%) Big Data
6 4 (1.95%) Oracle Reports
6 4 (1.95%) Power BI
7 3 (1.46%) BusinessObjects Web Intelligence
7 3 (1.46%) Data Mining
7 3 (1.46%) Data Warehouse
7 3 (1.46%) Microsoft Analysis Services
7 3 (1.46%) SAP BW
7 3 (1.46%) SQL Server Analysis Services
8 2 (0.98%) MySQL
8 2 (0.98%) NoSQL
Development Applications
1 25 (12.20%) JIRA
2 10 (4.88%) Visual Studio
3 8 (3.90%) ReSharper
4 4 (1.95%) Selenium
5 2 (0.98%) Atlassian Bamboo
5 2 (0.98%) Bitbucket
5 2 (0.98%) Git (software)
5 2 (0.98%) NUnit
5 2 (0.98%) Team Foundation Server
5 2 (0.98%) TeamCity
5 2 (0.98%) WebDriver
6 1 (0.49%) GitLab
6 1 (0.49%) Jenkins
6 1 (0.49%) Mercurial
6 1 (0.49%) QADirector
6 1 (0.49%) Visual Studio Team System
General
1 33 (16.10%) Retail
2 7 (3.41%) Finance
3 4 (1.95%) Advertising
3 4 (1.95%) Law
3 4 (1.95%) Pharmaceutical
4 2 (0.98%) Games
4 2 (0.98%) Publishing
4 2 (0.98%) Spanish Language
5 1 (0.49%) Arabic Language
5 1 (0.49%) Banking
5 1 (0.49%) Dutch Language
5 1 (0.49%) Electronics
5 1 (0.49%) French Language
5 1 (0.49%) German Language
5 1 (0.49%) Manufacturing
5 1 (0.49%) Marketing
5 1 (0.49%) Portuguese Language
Job Titles
1 54 (26.34%) Analyst
2 50 (24.39%) Developer
3 39 (19.02%) Software Developer
4 27 (13.17%) C# Developer
5 25 (12.20%) C# Software Developer
6 24 (11.71%) C# Software Engineer
6 24 (11.71%) Developer/Software Engineer
6 24 (11.71%) Software Engineer
7 20 (9.76%) Lead C# Developer
7 20 (9.76%) Lead Developer
7 20 (9.76%) Lead Software Developer
7 20 (9.76%) Lead Software Engineer
8 19 (9.27%) Identity and Access Management Engineer
8 19 (9.27%) Identity Management Engineer
9 17 (8.29%) Business Analyst
10 14 (6.83%) Consultant
10 14 (6.83%) Mid-Level C# Developer
11 13 (6.34%) Graduate
12 8 (3.90%) Graduate Analyst
12 8 (3.90%) Service Analyst
Libraries, Frameworks & Software Standards
1 44 (21.46%) .NET
2 32 (15.61%) HTML
3 31 (15.12%) CSS
4 28 (13.66%) .NET Framework
5 19 (9.27%) Middleware
6 9 (4.39%) Web Services
7 7 (3.41%) ASP.NET
8 5 (2.44%) SAP Fiori
8 5 (2.44%) SAP PI
9 4 (1.95%) SOAP
10 3 (1.46%) EDI
10 3 (1.46%) Natural Language Processing
10 3 (1.46%) REST
10 3 (1.46%) WCF
10 3 (1.46%) WF
11 2 (0.98%) NumPy
11 2 (0.98%) Pandas
11 2 (0.98%) Ruby on Rails
11 2 (0.98%) WPF
11 2 (0.98%) XML
Miscellaneous
1 22 (10.73%) Computer Science
2 13 (6.34%) Fintech
3 11 (5.37%) Analytical Mindset
4 7 (3.41%) Data Structures
4 7 (3.41%) Self-Motivation
5 6 (2.93%) Enterprise Software
5 6 (2.93%) Life Science
6 5 (2.44%) Algorithms
6 5 (2.44%) Linux Command Line
7 4 (1.95%) User Experience
8 3 (1.46%) Internet of Things
8 3 (1.46%) Mobile App
8 3 (1.46%) NHS
9 2 (0.98%) Management Information System
10 1 (0.49%) BBC
10 1 (0.49%) Greenfield Project
10 1 (0.49%) Marketing Technology
10 1 (0.49%) Smartphone
Operating Systems
1 41 (20.00%) Linux
2 22 (10.73%) Windows
3 5 (2.44%) Unix
3 5 (2.44%) Windows Server 2008
3 5 (2.44%) Windows Server 2012
4 4 (1.95%) Windows 7
5 2 (0.98%) Windows Server
Processes & Methodologies
1 48 (23.41%) Agile Software Development
1 48 (23.41%) Problem-Solving
2 40 (19.51%) Mathematics
3 34 (16.59%) ITIL
3 34 (16.59%) Software Engineering
4 26 (12.68%) Physics
4 26 (12.68%) Process Improvement
5 23 (11.22%) Project Management
6 22 (10.73%) Refactoring
7 21 (10.24%) Business Analysis
8 19 (9.27%) ERP
8 19 (9.27%) Identity Access Management
9 18 (8.78%) Analytical Thinking
10 17 (8.29%) CRM
10 17 (8.29%) Machine Learning
11 16 (7.80%) Continuous Integration
12 14 (6.83%) Decision-Making
13 13 (6.34%) Data Science
14 12 (5.85%) SDLC
14 12 (5.85%) Time Management
Programming Languages
1 48 (23.41%) SQL
2 42 (20.49%) C#
3 33 (16.10%) Python
4 29 (14.15%) JavaScript
5 25 (12.20%) T-SQL
6 10 (4.88%) C++
6 10 (4.88%) Perl
7 8 (3.90%) Java
7 8 (3.90%) VBA
8 6 (2.93%) R
8 6 (2.93%) VB.NET
9 4 (1.95%) PowerShell
9 4 (1.95%) Ruby
9 4 (1.95%) VB
9 4 (1.95%) VB6
10 3 (1.46%) Bash Shell
10 3 (1.46%) C
11 2 (0.98%) TypeScript
12 1 (0.49%) Lua
12 1 (0.49%) Shell Script
Qualifications
1 59 (28.78%) Degree
2 15 (7.32%) PhD
3 7 (3.41%) Computer Science Degree
4 5 (2.44%) SAP Certification
5 4 (1.95%) Numerate Degree
5 4 (1.95%) SC Cleared
5 4 (1.95%) Security Cleared
6 3 (1.46%) PMP
6 3 (1.46%) TOGAF Certification
7 2 (0.98%) ISEB
7 2 (0.98%) ISTQB
7 2 (0.98%) PMI Certification
8 1 (0.49%) CCNA
8 1 (0.49%) Cisco Certification
8 1 (0.49%) DV Cleared
8 1 (0.49%) Six Sigma Black Belt
Quality Assurance & Compliance
1 7 (3.41%) QA
2 4 (1.95%) ISO/IEC 20000
3 3 (1.46%) Data Quality
3 3 (1.46%) ISO/IEC 27001
4 2 (0.98%) GDPR
4 2 (0.98%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 2 (0.98%) SLA
5 1 (0.49%) GCP
5 1 (0.49%) ISO 13485
5 1 (0.49%) ISO 9001
5 1 (0.49%) WAI
System Software
1 4 (1.95%) Active Directory
2 2 (0.98%) Docker
3 1 (0.49%) Apache ZooKeeper
3 1 (0.49%) Hyper-V
3 1 (0.49%) VMware Infrastructure
Systems Management
1 19 (9.27%) Oracle Enterprise Manager
1 19 (9.27%) Oracle Identity Manager
Vendors
1 48 (23.41%) Microsoft
2 25 (12.20%) Oracle
3 19 (9.27%) WorldPay
4 13 (6.34%) Salesforce.com
5 8 (3.90%) SAP
6 4 (1.95%) Sage
7 3 (1.46%) Google
7 3 (1.46%) IBM
7 3 (1.46%) Pardot
8 2 (0.98%) RedGate
9 1 (0.49%) Cognos
9 1 (0.49%) ESRI
9 1 (0.49%) Facebook
9 1 (0.49%) Tableau
9 1 (0.49%) VMware