The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 95 118 97
Rank change year-on-year
+23 -21
Permanent jobs citing Data Analysis 26 12 43
As % of all permanent IT jobs located in Cambridgeshire 1.63% 0.61% 1.72%
As % of the Processes & Methodologies category 1.96% 0.70% 2.00%
Number of salaries quoted 20 12 38
Median salary £35,000 £46,250 £42,750
Median salary % change year-on-year
-24.32% +8.18%
90% offered a salary of more than £23,400 £23,050 £32,500
10% offered a salary of more than £48,250 £59,500 £60,000
UK excluding London median salary £41,500 £38,500 £39,250
% change year-on-year
+7.79% -1.91%
Data Analysis
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1329 1706 2153
As % of all permanent IT jobs located in Cambridgeshire 83.06% 86.25% 85.91%
Number of salaries quoted 1105 1477 1666
Median salary £46,900 £44,000 £45,000
Median salary % change year-on-year
+6.59% -2.22%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in Cambridgeshire

Data Analysis
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the Cambridgeshire region.

Data Analysis Salary Trend in Cambridgeshire

Data Analysis
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the Cambridgeshire region over the 3 months to 3 December 2016.

Data Analysis Salary Histogram in Cambridgeshire

Data Analysis
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Cambridgeshire region over the 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Peterborough +9 16 £33,750 -0.73% 1
Cambridge +11 9 £37,500 -24.24% 3
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 3 December 2016, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Data Analysis.

1 24 (36.92%) Business Intelligence
2 22 (33.85%) SQL
3 21 (32.31%) Data Management
3 21 (32.31%) Analytics
3 21 (32.31%) Analytical Skills
4 18 (27.69%) E-Commerce
5 17 (26.15%) MS Excel
6 14 (21.54%) Agile Software Development
6 14 (21.54%) Marketing
7 13 (20.00%) SAS
7 13 (20.00%) IBM
7 13 (20.00%) Project Management
8 12 (18.46%) SQL Server
9 11 (16.92%) .NET
9 11 (16.92%) Microsoft
9 11 (16.92%) Degree
9 11 (16.92%) Big Data
10 10 (15.38%) Telecoms
10 10 (15.38%) Data Warehouse
11 9 (13.85%) Data Modelling
11 9 (13.85%) VBA
12 8 (12.31%) VB
12 8 (12.31%) C#
12 8 (12.31%) Java
12 8 (12.31%) B2B
12 8 (12.31%) B2C
12 8 (12.31%) Validation
12 8 (12.31%) Migration
12 8 (12.31%) Requirements Analysis
12 8 (12.31%) Web Analytics

Data Analysis
Top Related 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 13 (20.00%) SAS
2 6 (9.23%) Smallworld
Applications
1 17 (26.15%) MS Excel
2 8 (12.31%) MS PowerPoint
3 4 (6.15%) MS Office
4 3 (4.62%) SPSS
Business Applications
1 2 (3.08%) Oracle BPM
2 1 (1.54%) Dynamics NAV
Cloud Services
1 8 (12.31%) Google Analytics
2 7 (10.77%) Microsoft Azure
3 5 (7.69%) SaaS
4 2 (3.08%) Amazon AWS
Communications & Networking
1 2 (3.08%) 3G
1 2 (3.08%) 3GPP
1 2 (3.08%) 4G
1 2 (3.08%) Bluetooth
1 2 (3.08%) GSM
1 2 (3.08%) LTE
1 2 (3.08%) Radio Access Network
1 2 (3.08%) WCDMA
1 2 (3.08%) Wi-Fi
1 2 (3.08%) Wireless
2 1 (1.54%) WLAN
Database & Business Intelligence
1 12 (18.46%) SQL Server
2 11 (16.92%) Big Data
3 10 (15.38%) Data Warehouse
4 8 (12.31%) Relational Database
5 6 (9.23%) GIS
5 6 (9.23%) Hadoop
6 4 (6.15%) BusinessObjects
6 4 (6.15%) Enterprise Data Warehouse
7 3 (4.62%) Apache Hive
7 3 (4.62%) Spotfire
8 2 (3.08%) Crystal Reports
8 2 (3.08%) NoSQL
8 2 (3.08%) Oracle BI EE
8 2 (3.08%) Oracle Reports
8 2 (3.08%) Power BI
8 2 (3.08%) QlikView
8 2 (3.08%) SAP BW
8 2 (3.08%) SQL Server 2008
8 2 (3.08%) SQL Server Analysis Services
8 2 (3.08%) SQL Server Integration Services
Development Applications
1 3 (4.62%) Talend Open Studio
2 2 (3.08%) Selenium
2 2 (3.08%) WebDriver
General
1 14 (21.54%) Marketing
2 10 (15.38%) Telecoms
3 6 (9.23%) Billing
4 3 (4.62%) Automotive
4 3 (4.62%) Finance
4 3 (4.62%) Pharmaceutical
4 3 (4.62%) Retail
5 2 (3.08%) Legal
6 1 (1.54%) Electronics
6 1 (1.54%) French Language
6 1 (1.54%) Greek Language
6 1 (1.54%) Italian Language
6 1 (1.54%) Manufacturing
Job Titles
1 26 (40.00%) Analyst
2 11 (16.92%) Architect
3 10 (15.38%) Data Analyst
4 8 (12.31%) Web Analyst
5 7 (10.77%) Business Analyst
5 7 (10.77%) Developer
6 6 (9.23%) Senior Architect
6 6 (9.23%) Senior Solutions Architect
6 6 (9.23%) Solutions Architect
7 5 (7.69%) C# Developer
7 5 (7.69%) CRM Analyst
7 5 (7.69%) SQL Analyst
8 4 (6.15%) Agile Business Analyst
8 4 (6.15%) Business Manager
9 3 (4.62%) Business Intelligence Analyst
9 3 (4.62%) C# Programmer
9 3 (4.62%) Digital Analyst
9 3 (4.62%) Excel Analyst
9 3 (4.62%) SQL Data Analyst
9 3 (4.62%) Web Analytics Analyst
Libraries, Frameworks & Software Standards
1 11 (16.92%) .NET
2 4 (6.15%) REST
3 1 (1.54%) Web Services
3 1 (1.54%) WPF
Miscellaneous
1 21 (32.31%) Analytical Skills
2 8 (12.31%) Social Media
3 6 (9.23%) Algorithms
3 6 (9.23%) Computer Science
3 6 (9.23%) Telematics
3 6 (9.23%) Visualisation
4 5 (7.69%) Client/Server
5 4 (6.15%) Statistics
6 3 (4.62%) Mathematics
7 2 (3.08%) Data Centre
7 2 (3.08%) Data Integration
7 2 (3.08%) Data Structures
7 2 (3.08%) iPad
7 2 (3.08%) Management Information System
7 2 (3.08%) Virtual Team
8 1 (1.54%) Driving Licence
8 1 (1.54%) Physics
Operating Systems
1 4 (6.15%) Unix
Processes & Methodologies
1 24 (36.92%) Business Intelligence
2 21 (32.31%) Analytics
2 21 (32.31%) Data Management
3 18 (27.69%) E-Commerce
4 14 (21.54%) Agile Software Development
5 13 (20.00%) Project Management
6 9 (13.85%) Data Modelling
7 8 (12.31%) Actionable Insight
7 8 (12.31%) B2B
7 8 (12.31%) B2C
7 8 (12.31%) Customer Insight
7 8 (12.31%) Logistic Regression
7 8 (12.31%) Master Data Management
7 8 (12.31%) Migration
7 8 (12.31%) Requirements Analysis
7 8 (12.31%) Statistical Analysis
7 8 (12.31%) Statistical Modelling
7 8 (12.31%) Validation
7 8 (12.31%) Web Analytics
8 7 (10.77%) Data Migration
Programming Languages
1 22 (33.85%) SQL
2 9 (13.85%) VBA
3 8 (12.31%) C#
3 8 (12.31%) Java
3 8 (12.31%) VB
4 6 (9.23%) Python
5 4 (6.15%) JavaScript
5 4 (6.15%) PL/SQL
6 3 (4.62%) MATLAB
7 1 (1.54%) R
Qualifications
1 11 (16.92%) Degree
2 3 (4.62%) IBM Certification
Quality Assurance & Compliance
1 8 (12.31%) Data Quality
2 5 (7.69%) QA
3 4 (6.15%) SLA
4 2 (3.08%) GCP
4 2 (3.08%) GLP
Vendors
1 13 (20.00%) IBM
2 11 (16.92%) Microsoft
3 8 (12.31%) Facebook
3 8 (12.31%) Google
3 8 (12.31%) Tealeaf
3 8 (12.31%) Twitter
4 7 (10.77%) MicroStrategy
5 6 (9.23%) SAP
6 5 (7.69%) Cognos
6 5 (7.69%) Oracle
6 5 (7.69%) Tableau
7 3 (4.62%) Salesforce.com
7 3 (4.62%) Talend
8 2 (3.08%) Hyperion
8 2 (3.08%) Minitab
9 1 (1.54%) HP
9 1 (1.54%) Pegasus
9 1 (1.54%) TIBCO
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