Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Luton with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
Bedfordshire > Luton
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 7 55 54
Rank change year-on-year +48 -1 +24
Permanent jobs citing Analytics 87 15 27
As % of all permanent IT jobs advertised in Luton 17.58% 2.33% 3.34%
As % of the Processes & Methodologies category 18.87% 2.45% 3.70%
Number of salaries quoted 17 12 14
Luton median annual salary £80,000 £62,500 £47,500
Median salary % change year-on-year +28.00% +31.58% +5.56%
10th Percentile £41,050 £42,500 £38,250
90th Percentile £105,000 £87,500 £67,500
Bedfordshire median annual salary £54,000 £62,500 £47,500
% change year-on-year -13.60% +31.58% +10.47%

Analytics 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 Luton with a requirement for process and methodology skills.

Process & Methodology Skills
Luton
Permanent job vacancies with a requirement for process and methodology skills 461 611 730
As % of all permanent IT job vacancies advertised in Luton 93.13% 94.73% 90.35%
Number of salaries quoted 254 448 565
Luton median annual salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22% -
10th Percentile £29,250 £36,250 £26,250
90th Percentile £70,000 £82,500 £67,500
Bedfordshire median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% +5.88%

Analytics
Job Vacancy Trend in Luton

Job postings citing Analytics as a percentage of all IT jobs advertised in Luton.

Job vacancy trend for Analytics in Luton

Analytics
Salary Trend in Luton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Luton.

Salary trend for Analytics in Luton

Analytics
Salary Histogram in Luton

The salary distribution of IT jobs citing Analytics in Luton over the 6 months to 23 July 2017.

Salary histogram for Analytics in Luton

For the 6 months to 23 July 2017, IT jobs citing Analytics 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 Luton region with a requirement for Analytics.

1 52 (59.77%) Foreign Exchange (FX)
2 37 (42.53%) Analytical Skills
3 29 (33.33%) Personalization
3 29 (33.33%) Yield Management
3 29 (33.33%) Machine Learning
4 28 (32.18%) Hadoop
5 27 (31.03%) SQL
5 27 (31.03%) E-Commerce
6 26 (29.89%) Marketing
7 25 (28.74%) Agile Software Development
7 25 (28.74%) Web Services
7 25 (28.74%) Customer Analytics
7 25 (28.74%) Line Management
8 24 (27.59%) Stakeholder Management
9 22 (25.29%) Apache Spark
10 21 (24.14%) User Experience
10 21 (24.14%) Impala
10 21 (24.14%) Big Data
10 21 (24.14%) Amazon AWS
10 21 (24.14%) Apache Hive
11 20 (22.99%) Python
12 19 (21.84%) Tableau
13 18 (20.69%) R
13 18 (20.69%) Web Analytics
14 17 (19.54%) Statistics
14 17 (19.54%) Business Intelligence
14 17 (19.54%) Experimental Design
15 16 (18.39%) Scrum
16 15 (17.24%) Content Management
16 15 (17.24%) Digital Marketing

Analytics
Co-occurring IT Skills in Luton 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 22 (25.29%) Apache Spark
2 15 (17.24%) SAS
3 3 (3.45%) Apache
3 3 (3.45%) Elasticsearch
4 2 (2.30%) Confluence
5 1 (1.15%) CMS
Applications
1 9 (10.34%) Microsoft Excel
2 6 (6.90%) Microsoft PowerPoint
3 2 (2.30%) MS Visio
Business Applications
1 3 (3.45%) Data Workbench
2 2 (2.30%) Oracle Applications
3 1 (1.15%) Payment Gateway
3 1 (1.15%) WebTrends
Cloud Services
1 21 (24.14%) Amazon AWS
2 8 (9.20%) Amazon EMR
2 8 (9.20%) Amazon Kinesis
3 5 (5.75%) Adobe Analytics
4 2 (2.30%) Amazon EC2
5 1 (1.15%) Trello
Database & Business Intelligence
1 28 (32.18%) Hadoop
2 21 (24.14%) Apache Hive
2 21 (24.14%) Big Data
2 21 (24.14%) Impala
3 8 (9.20%) Amazon Redshift
3 8 (9.20%) Redis
4 2 (2.30%) Data Mining
4 2 (2.30%) Data Warehouse
4 2 (2.30%) OLAP
4 2 (2.30%) Oracle OLAP
4 2 (2.30%) SQL Server
4 2 (2.30%) SQL Server 2008
4 2 (2.30%) SQL Server Analysis Services
4 2 (2.30%) SQL Server Integration Services
4 2 (2.30%) SQL Server Reporting Services
4 2 (2.30%) Sqoop
Development Applications
1 6 (6.90%) Git (software)
1 6 (6.90%) JIRA
1 6 (6.90%) Subversion
2 2 (2.30%) Firebug
General
1 26 (29.89%) Marketing
2 14 (16.09%) Back Office
3 13 (14.94%) Retail
4 10 (11.49%) Finance
5 4 (4.60%) Banking
6 1 (1.15%) Advertising
6 1 (1.15%) Legal
6 1 (1.15%) Multimedia
Job Titles
1 20 (22.99%) Analyst
1 20 (22.99%) Analytics Manager
2 18 (20.69%) Portfolio Manager
3 17 (19.54%) Analytics Consultant
3 17 (19.54%) Consultant
3 17 (19.54%) Data Analytics Consultant
3 17 (19.54%) Data Consultant
4 11 (12.64%) Data Manager
4 11 (12.64%) SAS Consultant
5 10 (11.49%) Senior Analyst
6 9 (10.34%) SQL Analyst
7 8 (9.20%) Business Intelligence Analyst
7 8 (9.20%) Senior Consultant
7 8 (9.20%) Senior Data Analytics Consultant
8 7 (8.05%) Data Analytics Manager
8 7 (8.05%) Digital Analyst
8 7 (8.05%) Head of Analytics
8 7 (8.05%) Senior Business Intelligence Analyst
9 6 (6.90%) Architect
9 6 (6.90%) Systems Analyst
Libraries, Frameworks & Software Standards
1 25 (28.74%) Web Services
2 14 (16.09%) EJB
2 14 (16.09%) J2EE
2 14 (16.09%) JDBC
2 14 (16.09%) JMS
2 14 (16.09%) Servlets
3 11 (12.64%) JSON
4 8 (9.20%) Hibernate
4 8 (9.20%) JPA
4 8 (9.20%) scikit-learn
4 8 (9.20%) Spring
4 8 (9.20%) TensorFlow
5 3 (3.45%) HTML
6 2 (2.30%) REST
7 1 (1.15%) CSS
Miscellaneous
1 52 (59.77%) Foreign Exchange (FX)
2 37 (42.53%) Analytical Skills
3 21 (24.14%) User Experience
4 8 (9.20%) Enterprise Software
5 5 (5.75%) Social Media
6 3 (3.45%) Algorithms
6 3 (3.45%) Management Information System
6 3 (3.45%) Mobile App
7 2 (2.30%) Computer Science
Operating Systems
1 4 (4.60%) Linux
2 3 (3.45%) Unix
3 2 (2.30%) Windows
Processes & Methodologies
1 29 (33.33%) Machine Learning
1 29 (33.33%) Personalization
1 29 (33.33%) Yield Management
2 27 (31.03%) E-Commerce
3 25 (28.74%) Agile Software Development
3 25 (28.74%) Customer Analytics
3 25 (28.74%) Line Management
4 24 (27.59%) Stakeholder Management
5 18 (20.69%) Web Analytics
6 17 (19.54%) Business Intelligence
6 17 (19.54%) Experimental Design
6 17 (19.54%) Statistics
7 16 (18.39%) Scrum
8 15 (17.24%) Content Management
8 15 (17.24%) Data Visualisation
8 15 (17.24%) Digital Marketing
8 15 (17.24%) Visualisation
9 14 (16.09%) Campaign Management
9 14 (16.09%) Responsive Web Design
9 14 (16.09%) Waterfall
Programming Languages
1 27 (31.03%) SQL
2 20 (22.99%) Python
3 18 (20.69%) R
4 11 (12.64%) MATLAB
5 8 (9.20%) Java
6 2 (2.30%) JavaScript
6 2 (2.30%) Perl
6 2 (2.30%) PHP
6 2 (2.30%) Ruby
6 2 (2.30%) T-SQL
7 1 (1.15%) C++
Qualifications
1 14 (16.09%) Degree
2 11 (12.64%) Numerate Degree
3 2 (2.30%) AWS Certification
Quality Assurance & Compliance
1 11 (12.64%) Data Quality
2 7 (8.05%) QA
System Software
1 11 (12.64%) Apache Flume
2 2 (2.30%) Docker
2 2 (2.30%) Virtual Machines
Systems Management
1 2 (2.30%) Ansible
1 2 (2.30%) Oozie
Vendors
1 19 (21.84%) Tableau
2 14 (16.09%) hybris
3 10 (11.49%) Oracle
4 8 (9.20%) CA Agile Central
4 8 (9.20%) Cloudera
4 8 (9.20%) Sybase
5 6 (6.90%) Perforce
6 5 (5.75%) Adobe
7 3 (3.45%) Microsoft
8 2 (2.30%) CA
8 2 (2.30%) Ensighten
8 2 (2.30%) Google