Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Buckinghamshire > Milton Keynes
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 111 100 103
Rank change year-on-year -11 +3 +1
Permanent jobs citing Data Analysis 19 31 60
As % of all permanent IT jobs advertised in Milton Keynes 1.14% 1.84% 2.21%
As % of the Processes & Methodologies category 1.26% 2.07% 2.52%
Number of salaries quoted 15 25 59
Milton Keynes median annual salary £40,000 £33,000 £32,500
Median salary % change year-on-year +21.21% +1.54% +8.33%
10th Percentile £29,000 £30,500 £21,250
90th Percentile £65,750 £47,500 £50,000
Buckinghamshire median annual salary £39,125 £45,000 £37,250
% change year-on-year -13.06% +20.81% +16.41%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Permanent vacancies with a requirement for process or methodology skills 1508 1501 2377
As % of all permanent IT jobs advertised in Milton Keynes 90.57% 88.87% 87.45%
Number of salaries quoted 1119 1311 1960
Milton Keynes median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £62,500 £61,250
Buckinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

Data Analysis
Job Vacancy Trend in Milton Keynes

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Data Analysis in Milton Keynes

Data Analysis
Salary Trend in Milton Keynes

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

Salary trend for Data Analysis in Milton Keynes

Data Analysis
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Data Analysis in Milton Keynes over the 6 months to 18 November 2017.

Salary histogram for Data Analysis in Milton Keynes

For the 6 months to 18 November 2017, 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 Milton Keynes region with a requirement for Data Analysis.

1 11 (57.89%) SQL
2 7 (36.84%) SQL Server
2 7 (36.84%) Business Intelligence
2 7 (36.84%) Analytical Skills
3 6 (31.58%) SQL Server Reporting Services
4 5 (26.32%) Finance
4 5 (26.32%) Project Management
5 4 (21.05%) Microsoft
5 4 (21.05%) Data Modelling
5 4 (21.05%) SAS
5 4 (21.05%) SAP
5 4 (21.05%) Agile Software Development
5 4 (21.05%) Analytics
5 4 (21.05%) Big Data
5 4 (21.05%) Data Quality
6 3 (15.79%) Hadoop
6 3 (15.79%) Degree
6 3 (15.79%) Mathematics
6 3 (15.79%) SQL Server 2008
6 3 (15.79%) Performance Analysis
6 3 (15.79%) Relational Database
6 3 (15.79%) Power BI
6 3 (15.79%) SQL Server 2014
6 3 (15.79%) SQL Server Integration Services
6 3 (15.79%) T-SQL
6 3 (15.79%) ETL
6 3 (15.79%) Microsoft Excel
6 3 (15.79%) Data Warehouse
7 2 (10.53%) BusinessObjects
7 2 (10.53%) Genesys

Data Analysis
Co-occurring IT Skills in Milton Keynes 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 (21.05%) SAS
2 1 (5.26%) Apache Spark
2 1 (5.26%) IBM Domino
Applications
1 3 (15.79%) Microsoft Excel
2 2 (10.53%) Microsoft Office
2 2 (10.53%) Microsoft PowerPoint
Business Applications
1 2 (10.53%) SAP ERP
Cloud Services
1 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) Skype
1 1 (5.26%) WebEx
Database & Business Intelligence
1 7 (36.84%) SQL Server
2 6 (31.58%) SQL Server Reporting Services
3 4 (21.05%) Big Data
4 3 (15.79%) Data Warehouse
4 3 (15.79%) Hadoop
4 3 (15.79%) Power BI
4 3 (15.79%) Relational Database
4 3 (15.79%) SQL Server 2008
4 3 (15.79%) SQL Server 2014
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) BusinessObjects
5 2 (10.53%) Data Lake
5 2 (10.53%) NoSQL
5 2 (10.53%) OLAP
5 2 (10.53%) OLAP Cube
5 2 (10.53%) SQL Server 2012
5 2 (10.53%) SQL Server Analysis Services
6 1 (5.26%) Impala
6 1 (5.26%) SQL Server 2016
6 1 (5.26%) Sqoop
Development Applications
1 2 (10.53%) Team Foundation Server
General
1 5 (26.32%) Finance
2 1 (5.26%) Banking
2 1 (5.26%) German Language
2 1 (5.26%) Publishing
2 1 (5.26%) Retail Banking
Job Titles
1 12 (63.16%) Analyst
2 6 (31.58%) Data Analyst
3 3 (15.79%) Consultant
3 3 (15.79%) Developer
3 3 (15.79%) Network Analyst
3 3 (15.79%) SQL Analyst
4 2 (10.53%) Analyst Developer
4 2 (10.53%) Big Data Analyst
4 2 (10.53%) Business Intelligence Consultant
4 2 (10.53%) Report Analyst
4 2 (10.53%) Report Developer
5 1 (5.26%) Data Consultant
5 1 (5.26%) Financial Analyst
5 1 (5.26%) Linux Developer
5 1 (5.26%) Product Consultant
5 1 (5.26%) SAP Consultant
5 1 (5.26%) SAP Data Consultant
5 1 (5.26%) Senior Analyst
5 1 (5.26%) SQL Data Analyst
5 1 (5.26%) Unix Developer
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) Kafka
Miscellaneous
1 7 (36.84%) Analytical Skills
2 1 (5.26%) Credit Risk
2 1 (5.26%) Management Information System
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Unix
1 1 (5.26%) Windows
Processes & Methodologies
1 7 (36.84%) Business Intelligence
2 5 (26.32%) Project Management
3 4 (21.05%) Agile Software Development
3 4 (21.05%) Analytics
3 4 (21.05%) Data Modelling
4 3 (15.79%) ETL
4 3 (15.79%) Mathematics
4 3 (15.79%) Performance Analysis
5 2 (10.53%) Analytical Thinking
5 2 (10.53%) ERP
5 2 (10.53%) ETL Development
5 2 (10.53%) Functional Programming
5 2 (10.53%) Performance Tuning
5 2 (10.53%) Reverse Engineering
5 2 (10.53%) SQL Optimisation
5 2 (10.53%) Test Scripting
5 2 (10.53%) Validation
6 1 (5.26%) Presales
6 1 (5.26%) Product Breakdown Structure
6 1 (5.26%) Translating Business Requirements
Programming Languages
1 11 (57.89%) SQL
2 3 (15.79%) T-SQL
3 2 (10.53%) Java
3 2 (10.53%) Perl
3 2 (10.53%) PL/SQL
3 2 (10.53%) Python
3 2 (10.53%) Scala
3 2 (10.53%) VBA
4 1 (5.26%) ABAP
4 1 (5.26%) JavaScript
4 1 (5.26%) VB
4 1 (5.26%) VB.NET
Qualifications
1 3 (15.79%) Degree
Quality Assurance & Compliance
1 4 (21.05%) Data Quality
System Software
1 1 (5.26%) Apache Flume
Vendors
1 4 (21.05%) Microsoft
1 4 (21.05%) SAP
2 2 (10.53%) Genesys
2 2 (10.53%) Tableau
3 1 (5.26%) Cloudera
3 1 (5.26%) Oracle