The following table provides summary statistics for permanent job vacancies advertised in Staines 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Surrey / Staines
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 30 29 51
Rank change year-on-year -1 +22  
Permanent jobs citing Data Analysis 2 11 3
As % of all permanent IT jobs advertised in Staines 1.48% 5.88% 0.98%
As % of the Processes & Methodologies category 1.53% 6.08% 1.06%
Number of salaries quoted 1 6 3
Median salary £55,000 £34,000 £50,000
Median salary % change year-on-year +61.76% -32.00%  
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 Staines with a requirement for process and methodology skills.

Process & Methodology Skills
Staines
Permanent job vacancies with a requirement for process and methodology skills 131 181 282
As % of all permanent IT job vacancies advertised in Staines 97.04% 96.79% 92.16%
Number of salaries quoted 87 118 254
Median salary £65,000 £57,500 £47,000
Median salary % change year-on-year +13.04% +22.34%  
90% offered a salary of more than £37,500 £38,000 £30,000
10% offered a salary of more than £80,000 £65,000 £90,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Staines

The job posting trend of jobs advertised in Staines 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 Staines

Data Analysis
Salary Trend in Staines

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

Salary trend for Data Analysis in Staines

For the 6 months to 25 June 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 Staines region with a requirement for Data Analysis.

1 10 (83.33%) Hadoop
1 10 (83.33%) Big Data
2 7 (58.33%) Machine Learning
2 7 (58.33%) R
2 7 (58.33%) Apache Spark
2 7 (58.33%) Data Structures
2 7 (58.33%) Algorithms
2 7 (58.33%) Statistics
2 7 (58.33%) Java
2 7 (58.33%) Apache
2 7 (58.33%) Python
3 6 (50.00%) SQL
3 6 (50.00%) SDLC
3 6 (50.00%) Apache Hive
3 6 (50.00%) Apache Pig
4 5 (41.67%) MATLAB
4 5 (41.67%) Visualisation
4 5 (41.67%) Software Engineering
5 4 (33.33%) Business Development
5 4 (33.33%) Artificial Intelligence
5 4 (33.33%) Neural Network
5 4 (33.33%) Data Mining
5 4 (33.33%) Perl
5 4 (33.33%) Propensity Modelling
5 4 (33.33%) Kalman Filter
5 4 (33.33%) Scala
5 4 (33.33%) Natural Language Processing
5 4 (33.33%) Parallel Computing
6 3 (25.00%) BusinessObjects Business Intelligence
6 3 (25.00%) Matrix Organization

Data Analysis
Co-occurring IT Skills in Staines 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 7 (58.33%) Apache
1 7 (58.33%) Apache Spark
2 6 (50.00%) Apache Pig
3 3 (25.00%) SharePoint
Cloud Services
1 2 (16.67%) Amazon AWS
1 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 10 (83.33%) Big Data
1 10 (83.33%) Hadoop
2 6 (50.00%) Apache Hive
3 4 (33.33%) Data Mining
4 3 (25.00%) BusinessObjects Business Intelligence
4 3 (25.00%) Data Lake
4 3 (25.00%) HCatalog
4 3 (25.00%) NoSQL
Job Titles
1 6 (50.00%) Analyst
1 6 (50.00%) Big Data Analyst
1 6 (50.00%) Data Analyst
2 4 (33.33%) Data Scientist
3 3 (25.00%) Business Analyst
3 3 (25.00%) Data Business Analyst
3 3 (25.00%) Senior Analyst
3 3 (25.00%) Senior Data Analyst
4 2 (16.67%) .NET Software Engineer
4 2 (16.67%) Senior .NET Software Engineer
4 2 (16.67%) Senior Software Engineer
4 2 (16.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (33.33%) Natural Language Processing
2 2 (16.67%) .NET
2 2 (16.67%) WPF
Miscellaneous
1 7 (58.33%) Algorithms
1 7 (58.33%) Data Structures
2 2 (16.67%) Computer Science
Processes & Methodologies
1 7 (58.33%) Machine Learning
1 7 (58.33%) Statistics
2 6 (50.00%) SDLC
3 5 (41.67%) Software Engineering
3 5 (41.67%) Visualisation
4 4 (33.33%) Artificial Intelligence
4 4 (33.33%) Business Development
4 4 (33.33%) Kalman Filter
4 4 (33.33%) Neural Network
4 4 (33.33%) Parallel Computing
4 4 (33.33%) Propensity Modelling
5 3 (25.00%) Business Intelligence
5 3 (25.00%) MapReduce
5 3 (25.00%) Mathematics
5 3 (25.00%) Matrix Organization
5 3 (25.00%) Open Source
5 3 (25.00%) Procedural Programming
5 3 (25.00%) Stakeholder Engagement
5 3 (25.00%) Statistical Modelling
5 3 (25.00%) User Acceptance Testing
Programming Languages
1 7 (58.33%) Java
1 7 (58.33%) Python
1 7 (58.33%) R
2 6 (50.00%) SQL
3 5 (41.67%) MATLAB
4 4 (33.33%) Perl
4 4 (33.33%) Scala
5 2 (16.67%) C#
Qualifications
1 3 (25.00%) Degree
Vendors
1 3 (25.00%) Microsoft
1 3 (25.00%) SAP