The following table provides summary statistics for permanent job vacancies advertised in Staffordshire 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 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Analysis
West Midlands / Staffordshire
Rank 56 60 62
Rank change year-on-year +4 +2  
Permanent jobs citing Data Analysis 4 11 6
As % of all permanent IT jobs advertised in Staffordshire 0.94% 1.69% 1.06%
As % of the Processes & Methodologies category 1.03% 1.94% 1.28%
Number of salaries quoted 4 10 6
Median salary £33,750 £36,250 £42,500
Median salary % change year-on-year -6.89% -14.70%  
90% offered a salary of more than £27,950 £28,445 £20,500
10% offered a salary of more than £45,500 £50,250 £50,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Staffordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Staffordshire
Permanent job vacancies with a requirement for process and methodology skills 389 568 467
As % of all permanent IT job vacancies advertised in Staffordshire 91.10% 87.38% 82.22%
Number of salaries quoted 303 514 401
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,500 £28,000 £30,000
10% offered a salary of more than £60,000 £60,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Staffordshire

The job posting trend of jobs advertised in Staffordshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Staffordshire

Data Analysis
Salary Trend in Staffordshire

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

Salary trend for Data Analysis in Staffordshire

Data Analysis
Salary Histogram in Staffordshire

The salary distribution of IT jobs citing Data Analysis in Staffordshire over the 3 months to 22 March 2017.

Salary histogram for Data Analysis in Staffordshire

Data Analysis
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Staffordshire region over the 3 months to 22 March 2017. 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 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
Lichfield +11 1 £26,000 -25.71%
Burton-upon-Trent +6 1 £35,000 -6.66%
Stafford - 1 £50,000 -
Data Analysis
West Midlands

Data Analysis
Top 30 Related IT Skills in Staffordshire

For the 6 months to 22 March 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 Staffordshire region with a requirement for Data Analysis.

1 8 (61.54%) SQL
2 7 (53.85%) SQL Server Integration Services
3 6 (46.15%) T-SQL
3 6 (46.15%) Business Intelligence
3 6 (46.15%) SQL Server Reporting Services
4 5 (38.46%) e-Learning
4 5 (38.46%) SQL Server Analysis Services
4 5 (38.46%) Content Development
5 4 (30.77%) Analytical Skills
5 4 (30.77%) Data Warehouse
5 4 (30.77%) ETL
6 3 (23.08%) QlikView
6 3 (23.08%) Customer Requirements
7 2 (15.38%) Data Structures
7 2 (15.38%) Algorithms
7 2 (15.38%) Enterprise Data Warehouse
7 2 (15.38%) Agile Software Development
7 2 (15.38%) Star Schema
7 2 (15.38%) SQL Server
8 1 (7.69%) CRM
8 1 (7.69%) Oracle
8 1 (7.69%) Client/Server
8 1 (7.69%) OOD
8 1 (7.69%) Data Mining
8 1 (7.69%) Quality Management
8 1 (7.69%) Migration
8 1 (7.69%) Stakeholder Management
8 1 (7.69%) PostgreSQL
8 1 (7.69%) Hibernate
8 1 (7.69%) Scrum

Data Analysis
Top Related IT Skills in Staffordshire 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:

Cloud Services
1 1 (7.69%) Amazon AWS
Database & Business Intelligence
1 7 (53.85%) SQL Server Integration Services
2 6 (46.15%) SQL Server Reporting Services
3 5 (38.46%) SQL Server Analysis Services
4 4 (30.77%) Data Warehouse
5 3 (23.08%) QlikView
6 2 (15.38%) Enterprise Data Warehouse
6 2 (15.38%) SQL Server
6 2 (15.38%) Star Schema
7 1 (7.69%) Big Data
7 1 (7.69%) Data Mining
7 1 (7.69%) PostgreSQL
7 1 (7.69%) Power BI
7 1 (7.69%) Relational Database
General
1 1 (7.69%) Billing
1 1 (7.69%) Marketing
Job Titles
1 5 (38.46%) Analyst
1 5 (38.46%) Designer
1 5 (38.46%) Developer
1 5 (38.46%) e-Learning Designer
2 4 (30.77%) Business Intelligence Analyst
2 4 (30.77%) Business Intelligence Developer
3 3 (23.08%) Analyst Developer
3 3 (23.08%) Developer Analyst
4 2 (15.38%) SQL Analyst
4 2 (15.38%) SQL Developer
4 2 (15.38%) SSIS Developer
4 2 (15.38%) SSRS Developer
5 1 (7.69%) AWS Engineer
5 1 (7.69%) QlikView Analyst
5 1 (7.69%) QlikView Developer
5 1 (7.69%) SQL Data Analyst
5 1 (7.69%) SSAS Developer
5 1 (7.69%) SSIS Analyst
5 1 (7.69%) SSRS Analyst
5 1 (7.69%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) Hibernate
1 1 (7.69%) JPA
1 1 (7.69%) RESTful
Miscellaneous
1 5 (38.46%) e-Learning
2 4 (30.77%) Analytical Skills
3 2 (15.38%) Algorithms
3 2 (15.38%) Data Structures
4 1 (7.69%) Client/Server
Processes & Methodologies
1 6 (46.15%) Business Intelligence
2 5 (38.46%) Content Development
3 4 (30.77%) ETL
4 3 (23.08%) Customer Requirements
5 2 (15.38%) Agile Software Development
6 1 (7.69%) CRM
6 1 (7.69%) Data Governance
6 1 (7.69%) Data Management
6 1 (7.69%) Data Migration
6 1 (7.69%) Kimball Methodology
6 1 (7.69%) Migration
6 1 (7.69%) OOD
6 1 (7.69%) Quality Management
6 1 (7.69%) Scrum
6 1 (7.69%) Software Engineering
6 1 (7.69%) Stakeholder Management
6 1 (7.69%) TDD
Programming Languages
1 8 (61.54%) SQL
2 6 (46.15%) T-SQL
3 1 (7.69%) Java
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 1 (7.69%) Oracle