The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Staines region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 30 37 -
Rank change year-on-year
+7 -
Permanent jobs citing Data Analysis 11 4 0
As % of all permanent IT jobs located in Staines 5.61% 1.83% -
As % of the Processes & Methodologies category 5.91% 2.07% -
Number of salaries quoted 9 2 0
Median salary £60,000 £51,500 -
Median salary % change year-on-year
+16.50% -
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
Data Analysis
Surrey

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

Processes & Methodologies Category
Staines
Permanent IT job ads with a match in the
Processes & Methodologies category
186 193 141
As % of all permanent IT jobs located in Staines 94.90% 88.13% 94.63%
Number of salaries quoted 86 167 120
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £35,000 £30,500 £35,000
10% offered a salary of more than £90,000 £70,000 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Staines

The demand trend of job ads across the Staines 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 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 across the Staines region.

Data Analysis Salary Trend in Staines

Data Analysis
Salary Histogram in Staines

This chart provides a salary histogram for IT jobs citing Data Analysis across the Staines region over the 3 months to 28 September 2016.

Data Analysis Salary Histogram in Staines

Data Analysis
Top 30 Related IT Skills in Staines

For the 6 months to 28 September 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 Staines region with a requirement for Data Analysis.

1 21 (100.00%) Java
2 19 (90.48%) SQL
2 19 (90.48%) Data Mining
2 19 (90.48%) Linux
2 19 (90.48%) Hadoop
2 19 (90.48%) MapReduce
2 19 (90.48%) Big Data
3 18 (85.71%) Apache Pig
3 18 (85.71%) Apache Hive
3 18 (85.71%) Shell Script
4 12 (57.14%) HBase
5 10 (47.62%) Agile Software Development
6 8 (38.10%) Scrum
6 8 (38.10%) ETL
6 8 (38.10%) Business Intelligence
6 8 (38.10%) Apache Flume
6 8 (38.10%) Analytics
6 8 (38.10%) Oozie
6 8 (38.10%) Kanban
6 8 (38.10%) SDLC
7 7 (33.33%) Open Source Development
7 7 (33.33%) Logistic Regression
7 7 (33.33%) Parallel Computing
7 7 (33.33%) Open Source
7 7 (33.33%) R
7 7 (33.33%) Natural Language Processing
7 7 (33.33%) Propensity Modelling
7 7 (33.33%) Relational Database
7 7 (33.33%) Kalman Filter
7 7 (33.33%) Cascading

Data Analysis
Top Related 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 18 (85.71%) Apache Pig
2 7 (33.33%) Apache
2 7 (33.33%) Apache Spark
Applications
1 2 (9.52%) MS Excel
Business Applications
1 5 (23.81%) SAP Oil and Gas
Database & Business Intelligence
1 19 (90.48%) Big Data
1 19 (90.48%) Data Mining
1 19 (90.48%) Hadoop
2 18 (85.71%) Apache Hive
3 12 (57.14%) HBase
4 7 (33.33%) RDBMS
4 7 (33.33%) Relational Database
5 4 (19.05%) Apache Cassandra
5 4 (19.05%) MongoDB
5 4 (19.05%) NoSQL
Development Applications
1 1 (4.76%) Visual Studio
Job Titles
1 8 (38.10%) Business Intelligence Lead
1 8 (38.10%) Technical Leader
2 7 (33.33%) Data Scientist
3 6 (28.57%) Developer
4 5 (23.81%) Junior
4 5 (23.81%) Junior Developer
5 4 (19.05%) Big Data Developer
5 4 (19.05%) Hadoop Developer
6 1 (4.76%) Programmer
Libraries, Frameworks & Software Standards
1 7 (33.33%) Cascading
1 7 (33.33%) Natural Language Processing
2 6 (28.57%) Kafka
Miscellaneous
1 7 (33.33%) Algorithms
1 7 (33.33%) Artificial Intelligence
1 7 (33.33%) Data Structures
1 7 (33.33%) Neural Network
1 7 (33.33%) Statistics
2 4 (19.05%) Computer Science
3 3 (14.29%) Analytical Skills
4 1 (4.76%) SWIFT
Operating Systems
1 19 (90.48%) Linux
2 7 (33.33%) Unix
Processes & Methodologies
1 19 (90.48%) MapReduce
2 10 (47.62%) Agile Software Development
3 8 (38.10%) Analytics
3 8 (38.10%) Business Intelligence
3 8 (38.10%) ETL
3 8 (38.10%) Kanban
3 8 (38.10%) Scrum
3 8 (38.10%) SDLC
4 7 (33.33%) Kalman Filter
4 7 (33.33%) Logistic Regression
4 7 (33.33%) Machine Learning
4 7 (33.33%) Open Source
4 7 (33.33%) Open Source Development
4 7 (33.33%) Parallel Computing
4 7 (33.33%) Propensity Modelling
4 7 (33.33%) Statistical Modelling
5 6 (28.57%) Business Development
6 2 (9.52%) Continuous Improvement
6 2 (9.52%) Project Management
6 2 (9.52%) Stakeholder Engagement
Programming Languages
1 21 (100.00%) Java
2 19 (90.48%) SQL
3 18 (85.71%) Shell Script
4 7 (33.33%) Perl
4 7 (33.33%) Python
4 7 (33.33%) R
5 2 (9.52%) C#
5 2 (9.52%) VB
6 1 (4.76%) C++
6 1 (4.76%) Scala
Qualifications
1 4 (19.05%) Degree
System Software
1 8 (38.10%) Apache Flume
Systems Management
1 8 (38.10%) Oozie
Vendors
1 6 (28.57%) SAP
2 2 (9.52%) Microsoft
2 2 (9.52%) Salesforce.com