Period
to 20 April 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 April 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 33 49 36
Rank change year-on-year +16 -13 -3
Permanent jobs citing Analytical Skills 335 192 270
As % of all permanent IT jobs advertised in Cambridgeshire 7.31% 5.57% 6.60%
As % of the Miscellaneous category 13.33% 11.71% 14.95%
Number of salaries quoted 224 153 190
Cambridgeshire median annual salary £43,500 £42,500 £38,250
Median salary % change year-on-year +2.35% +11.11% -4.38%
10th Percentile £26,975 £25,000 £26,232
90th Percentile £58,825 £69,000 £60,000
East of England median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +12.50%

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 Cambridgeshire with a requirement for generic IT skills.

All Generic IT Skills
Cambridgeshire
Permanent vacancies with a requirement for generic IT skills 2,514 1,639 1,806
As % of all permanent IT jobs advertised in Cambridgeshire 54.89% 47.51% 44.17%
Number of salaries quoted 1,650 1,293 1,356
Cambridgeshire median annual salary £47,500 £44,500 £42,500
Median salary % change year-on-year +6.74% +4.71% -
10th Percentile £27,500 £26,250 £27,500
90th Percentile £72,500 £62,500 £65,000
East of England median annual salary £50,000 £43,750 £45,000
% change year-on-year +14.29% -2.78% +5.88%

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
Salary Trend in Cambridgeshire

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

Salary trend for Analytical Skills in Cambridgeshire

Analytical Skills
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 20 April 2018.

Salary histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Cambridgeshire region over the 6 months to 20 April 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +2 216 £44,000 -2.22% 35
Peterborough +33 77 £42,000 -6.67% 46
Huntingdon +5 15 £29,250 -35.00% 3
Analytical Skills
East of England

For the 6 months to 20 April 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 Cambridgeshire region with a requirement for Analytical Skills.

1 107 (31.94%) Problem-Solving
2 99 (29.55%) Degree
3 92 (27.46%) SQL
4 85 (25.37%) SQL Server
5 79 (23.58%) Agile Software Development
6 76 (22.69%) Microsoft
7 61 (18.21%) C#
8 56 (16.72%) Linux
9 53 (15.82%) .NET
10 52 (15.52%) ITIL
10 52 (15.52%) Python
11 49 (14.63%) Mathematics
12 48 (14.33%) HTML
12 48 (14.33%) JavaScript
13 45 (13.43%) Finance
14 44 (13.13%) Computer Science
15 42 (12.54%) CSS
15 42 (12.54%) Oracle
16 41 (12.24%) Software Engineering
17 39 (11.64%) Windows
18 36 (10.75%) Retail
19 34 (10.15%) ERP
19 34 (10.15%) Self-Motivation
20 31 (9.25%) T-SQL
20 31 (9.25%) Business Intelligence
21 29 (8.66%) .NET Framework
21 29 (8.66%) Microsoft Excel
22 28 (8.36%) Java
23 27 (8.06%) Process Improvement
24 25 (7.46%) Internet

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 23 (6.87%) SharePoint
2 6 (1.79%) Apache Spark
3 5 (1.49%) MS Exchange
3 5 (1.49%) NetWeaver
4 4 (1.19%) DNN
4 4 (1.19%) Exchange Server 2010
5 3 (0.90%) Blackberry Enterprise Server
5 3 (0.90%) Exchange Server 2007
5 3 (0.90%) Office Communications Server
5 3 (0.90%) Skype for Business
6 2 (0.60%) SAS
7 1 (0.30%) Apache Solr
7 1 (0.30%) Elasticsearch
7 1 (0.30%) Exchange Server 2013
7 1 (0.30%) MS Project Server
7 1 (0.30%) nginx
7 1 (0.30%) uWSGI
Applications
1 29 (8.66%) Microsoft Excel
2 15 (4.48%) Microsoft Office
3 13 (3.88%) MS Visio
4 4 (1.19%) Microsoft Project
5 3 (0.90%) InfoPath
6 2 (0.60%) SPSS
7 1 (0.30%) 3ds Max
7 1 (0.30%) AutoCAD
7 1 (0.30%) Maya
7 1 (0.30%) Microsoft PowerPoint
7 1 (0.30%) Photoshop
7 1 (0.30%) SOLIDWORKS
7 1 (0.30%) ZBrush
Business Applications
1 8 (2.39%) Oracle EBS
2 7 (2.09%) Dynamics AX
3 4 (1.19%) Dynamics GP
3 4 (1.19%) Oracle ERP
4 3 (0.90%) NetSuite
4 3 (0.90%) Unit4 Business World
5 1 (0.30%) Dynamics CRM
5 1 (0.30%) Dynamics NAV
Cloud Services
1 17 (5.07%) Amazon AWS
1 17 (5.07%) GitHub
2 16 (4.78%) Microsoft Azure
3 6 (1.79%) SaaS
4 4 (1.19%) Dynamics 365
4 4 (1.19%) IaaS
4 4 (1.19%) PaaS
5 3 (0.90%) Azure Data Factory
6 2 (0.60%) Office 365
7 1 (0.30%) AdWords
7 1 (0.30%) Amazon S3
7 1 (0.30%) AWS CloudFormation
Communications & Networking
1 25 (7.46%) Internet
2 13 (3.88%) DNS
3 12 (3.58%) Firewall
4 7 (2.09%) FTP
5 5 (1.49%) HTTP
5 5 (1.49%) Intrusion Detection
5 5 (1.49%) Network Security
6 4 (1.19%) TCP/IP
7 3 (0.90%) Wireshark
8 2 (0.60%) Ethernet
8 2 (0.60%) Frame Relay
8 2 (0.60%) LAN
8 2 (0.60%) MPLS
8 2 (0.60%) NAS
8 2 (0.60%) SSL
8 2 (0.60%) VoIP
8 2 (0.60%) VPN
8 2 (0.60%) WAN
8 2 (0.60%) Wi-Fi
9 1 (0.30%) SMS
Database & Business Intelligence
1 85 (25.37%) SQL Server
2 24 (7.16%) Relational Database
3 19 (5.67%) Big Data
3 19 (5.67%) BusinessObjects
4 15 (4.48%) SQL Server Integration Services
5 13 (3.88%) Data Warehouse
5 13 (3.88%) SQL Server Reporting Services
6 12 (3.58%) SQL Server 2008
7 10 (2.99%) NoSQL
8 8 (2.39%) GIS
8 8 (2.39%) Power BI
8 8 (2.39%) SAP HANA
9 7 (2.09%) Crystal Reports
9 7 (2.09%) Hadoop
9 7 (2.09%) PostgreSQL
9 7 (2.09%) SAP BW
10 5 (1.49%) BusinessObjects Business Intelligence
10 5 (1.49%) Geospatial Data
10 5 (1.49%) SAP Data Services
10 5 (1.49%) SQL Server Analysis Services
Development Applications
1 22 (6.57%) JIRA
2 21 (6.27%) Visual Studio
3 11 (3.28%) ReSharper
4 7 (2.09%) Git (software)
4 7 (2.09%) Team Foundation Server
5 6 (1.79%) NUnit
6 5 (1.49%) Mercurial
7 2 (0.60%) Atlassian Bamboo
7 2 (0.60%) Bitbucket
7 2 (0.60%) GitLab
8 1 (0.30%) Jenkins
8 1 (0.30%) LabVIEW
8 1 (0.30%) QADirector
8 1 (0.30%) TeamCity
8 1 (0.30%) Visual Studio Team System
General
1 45 (13.43%) Finance
2 36 (10.75%) Retail
3 8 (2.39%) Manufacturing
4 6 (1.79%) Games
5 5 (1.49%) German Language
6 4 (1.19%) Law
6 4 (1.19%) Marketing
7 3 (0.90%) Advertising
7 3 (0.90%) Pharmaceutical
8 2 (0.60%) Arabic Language
8 2 (0.60%) French Language
8 2 (0.60%) Portuguese Language
8 2 (0.60%) Spanish Language
9 1 (0.30%) Banking
9 1 (0.30%) Dutch Language
9 1 (0.30%) Electronics
Job Titles
1 88 (26.27%) Developer
2 86 (25.67%) Analyst
3 50 (14.93%) Software Developer
4 38 (11.34%) C# Developer
5 31 (9.25%) Business Analyst
6 30 (8.96%) C# Software Developer
7 27 (8.06%) Software Engineer
8 26 (7.76%) C# Software Engineer
8 26 (7.76%) Developer/Software Engineer
9 23 (6.87%) Lead C# Developer
9 23 (6.87%) Lead Developer
9 23 (6.87%) Lead Software Developer
9 23 (6.87%) Lead Software Engineer
10 19 (5.67%) Identity and Access Management Engineer
10 19 (5.67%) Identity Management Engineer
11 17 (5.07%) Mid-Level C# Developer
12 16 (4.78%) Senior Developer
13 14 (4.18%) Graduate
14 13 (3.88%) Consultant
15 10 (2.99%) Service Desk Engineer
Libraries, Frameworks & Software Standards
1 53 (15.82%) .NET
2 48 (14.33%) HTML
3 42 (12.54%) CSS
4 29 (8.66%) .NET Framework
5 19 (5.67%) Middleware
6 12 (3.58%) AngularJS
6 12 (3.58%) ASP.NET
6 12 (3.58%) WPF
7 10 (2.99%) Web Services
8 9 (2.69%) XML
9 8 (2.39%) WCF
10 7 (2.09%) ASP.NET MVC
10 7 (2.09%) REST
11 6 (1.79%) HTML5
11 6 (1.79%) Node.js
12 5 (1.49%) Django
12 5 (1.49%) Moose
12 5 (1.49%) SAP Fiori
12 5 (1.49%) SAP PI
12 5 (1.49%) SOAP
Miscellaneous
1 44 (13.13%) Computer Science
2 34 (10.15%) Self-Motivation
3 20 (5.97%) Enterprise Software
4 16 (4.78%) Algorithms
5 15 (4.48%) Analytical Mindset
6 14 (4.18%) Management Information System
7 13 (3.88%) Fintech
8 11 (3.28%) Mobile App
9 8 (2.39%) Data Centre
9 8 (2.39%) Robotics
9 8 (2.39%) User Experience
10 6 (1.79%) Data Structures
11 4 (1.19%) Hybrid Cloud
11 4 (1.19%) Life Science
11 4 (1.19%) Public Cloud
11 4 (1.19%) Virtual Team
12 3 (0.90%) Blackberry
12 3 (0.90%) Client/Server
12 3 (0.90%) Linux Command Line
12 3 (0.90%) NHS
Operating Systems
1 56 (16.72%) Linux
2 39 (11.64%) Windows
3 16 (4.78%) Windows Server 2008
4 15 (4.48%) Unix
5 13 (3.88%) Windows Server
6 11 (3.28%) Windows 7
6 11 (3.28%) Windows Server 2012
7 5 (1.49%) Windows Server 2003
8 4 (1.19%) Android
8 4 (1.19%) Apple iOS
9 3 (0.90%) Windows 2000 Server
10 2 (0.60%) Ubuntu
10 2 (0.60%) Windows 10
11 1 (0.30%) CentOS
11 1 (0.30%) CoreOS
Processes & Methodologies
1 107 (31.94%) Problem-Solving
2 79 (23.58%) Agile Software Development
3 52 (15.52%) ITIL
4 49 (14.63%) Mathematics
5 41 (12.24%) Software Engineering
6 34 (10.15%) ERP
7 31 (9.25%) Business Intelligence
8 27 (8.06%) Process Improvement
9 24 (7.16%) Refactoring
10 23 (6.87%) Business Analysis
10 23 (6.87%) Line Management
11 22 (6.57%) CRM
12 21 (6.27%) Analytical Thinking
12 21 (6.27%) Open Source
12 21 (6.27%) Physics
12 21 (6.27%) TDD
13 19 (5.67%) Analytics
13 19 (5.67%) Data Science
13 19 (5.67%) Identity Access Management
13 19 (5.67%) Machine Learning
Programming Languages
1 92 (27.46%) SQL
2 61 (18.21%) C#
3 52 (15.52%) Python
4 48 (14.33%) JavaScript
5 31 (9.25%) T-SQL
6 28 (8.36%) Java
7 18 (5.37%) Perl
8 13 (3.88%) C++
9 12 (3.58%) PowerShell
9 12 (3.58%) VBA
10 11 (3.28%) R
11 10 (2.99%) VB
12 8 (2.39%) Scala
13 6 (1.79%) C
14 5 (1.49%) Bash Shell
14 5 (1.49%) Ruby
15 4 (1.19%) TypeScript
15 4 (1.19%) VB.NET
15 4 (1.19%) VB6
16 1 (0.30%) Shell Script
Qualifications
1 99 (29.55%) Degree
2 24 (7.16%) Computer Science Degree
3 19 (5.67%) PhD
4 14 (4.18%) CISSP
5 13 (3.88%) GIAC
6 11 (3.28%) Numerate Degree
7 10 (2.99%) Cisco Certification
7 10 (2.99%) OSCP
7 10 (2.99%) SC Cleared
7 10 (2.99%) Security Cleared
8 9 (2.69%) CCNA
9 5 (1.49%) DV Cleared
9 5 (1.49%) SAP Certification
10 4 (1.19%) CEH
10 4 (1.19%) Master's Degree
11 3 (0.90%) (ISC)2 CCSP
11 3 (0.90%) GSEC
11 3 (0.90%) RHCA
11 3 (0.90%) SANS
11 3 (0.90%) TOGAF Certification
Quality Assurance & Compliance
1 8 (2.39%) QA
1 8 (2.39%) SLA
2 5 (1.49%) ISO/IEC 20000
2 5 (1.49%) ISO/IEC 27001
3 4 (1.19%) Data Quality
4 2 (0.60%) GDPR
5 1 (0.30%) ISO 13485
5 1 (0.30%) ISO 9001
System Software
1 17 (5.07%) Active Directory
2 4 (1.19%) Terminal Services
3 3 (0.90%) VMware ESXi
4 2 (0.60%) VMware Infrastructure
5 1 (0.30%) Apache ZooKeeper
5 1 (0.30%) Docker
5 1 (0.30%) Hyper-V
5 1 (0.30%) NFS
5 1 (0.30%) Oracle RAC
Systems Management
1 19 (5.67%) Oracle Enterprise Manager
1 19 (5.67%) Oracle Identity Manager
2 4 (1.19%) SCCM
3 3 (0.90%) Ansible
3 3 (0.90%) RSA Security Analytics
3 3 (0.90%) SCOM
3 3 (0.90%) Symantec Endpoint Protection
4 1 (0.30%) Failover Clustering
4 1 (0.30%) Kubernetes
4 1 (0.30%) Opscode Chef
4 1 (0.30%) Packer
4 1 (0.30%) Puppet
4 1 (0.30%) Terraform
Vendors
1 76 (22.69%) Microsoft
2 42 (12.54%) Oracle
3 19 (5.67%) WorldPay
4 17 (5.07%) SAP
5 8 (2.39%) Cognos
5 8 (2.39%) Salesforce.com
6 7 (2.09%) Google
6 7 (2.09%) IBM
7 6 (1.79%) NetApp
7 6 (1.79%) Symantec
7 6 (1.79%) Tableau
8 5 (1.49%) Cisco
8 5 (1.49%) ESRI
8 5 (1.49%) IFS
8 5 (1.49%) VMware
9 4 (1.19%) EMC
9 4 (1.19%) Huawei
9 4 (1.19%) Sage
10 3 (0.90%) JD Edwards
10 3 (0.90%) Red Hat