Period
to 27 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 27 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
East of England > Bedfordshire
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 25 87 106
Rank change year-on-year +62 +19 +12
Permanent jobs citing Analytics 107 38 37
As % of all permanent IT jobs advertised in Bedfordshire 8.19% 2.19% 1.69%
As % of the Processes & Methodologies category 8.98% 2.36% 1.91%
Number of salaries quoted 35 43 25
Bedfordshire median annual salary £54,000 £62,500 £47,500
Median salary % change year-on-year -13.60% +31.58% +10.47%
10th Percentile £35,000 £42,000 £31,250
90th Percentile £95,500 £87,500 £72,000
East of England median annual salary £48,000 £50,000 £43,500
% change year-on-year -4.00% +14.94% -3.33%

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 Bedfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Bedfordshire
Permanent job vacancies with a requirement for process and methodology skills 1192 1609 1942
As % of all permanent IT job vacancies advertised in Bedfordshire 91.27% 92.58% 88.76%
Number of salaries quoted 879 1364 1561
Bedfordshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +5.38%
10th Percentile £27,500 £31,250 £27,500
90th Percentile £67,500 £76,250 £67,500
East of England median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

Analytics
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Analytics in Bedfordshire

Analytics
Salary Trend in Bedfordshire

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

Salary trend for Analytics in Bedfordshire

Analytics
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Analytics in Bedfordshire over the 6 months to 27 July 2017.

Salary histogram for Analytics in Bedfordshire

Analytics
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Bedfordshire region over the 6 months to 27 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +49 86 £80,000 +28.00%
Bedford +13 3 £40,000 +2.56% 1
Dunstable -1 3 £40,000 -11.11% 1
Analytics
East of England

For the 6 months to 27 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 Bedfordshire region with a requirement for Analytics.

1 52 (48.60%) Foreign Exchange (FX)
2 45 (42.06%) Analytical Skills
3 39 (36.45%) SQL
4 31 (28.97%) Hadoop
5 30 (28.04%) Marketing
6 29 (27.10%) Yield Management
6 29 (27.10%) Machine Learning
6 29 (27.10%) Personalization
7 27 (25.23%) E-Commerce
8 26 (24.30%) Business Intelligence
8 26 (24.30%) Agile Software Development
9 25 (23.36%) Stakeholder Management
9 25 (23.36%) Web Services
9 25 (23.36%) Line Management
9 25 (23.36%) Customer Analytics
10 24 (22.43%) User Experience
10 24 (22.43%) Apache Spark
10 24 (22.43%) Big Data
11 22 (20.56%) Impala
11 22 (20.56%) Apache Hive
12 21 (19.63%) Amazon AWS
12 21 (19.63%) R
12 21 (19.63%) Statistics
13 20 (18.69%) Python
14 19 (17.76%) Tableau
15 18 (16.82%) SAS
15 18 (16.82%) Degree
15 18 (16.82%) Web Analytics
16 17 (15.89%) Data Quality
16 17 (15.89%) Visualisation

Analytics
Co-occurring IT Skills in Bedfordshire 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 24 (22.43%) Apache Spark
2 18 (16.82%) SAS
3 3 (2.80%) Apache
3 3 (2.80%) Elasticsearch
4 2 (1.87%) Confluence
5 1 (0.93%) CMS
Applications
1 10 (9.35%) Microsoft Excel
2 7 (6.54%) Microsoft PowerPoint
3 3 (2.80%) Adobe Creative Suite
3 3 (2.80%) MS Visio
3 3 (2.80%) SPSS
Business Applications
1 3 (2.80%) Data Workbench
1 3 (2.80%) Oracle Applications
2 1 (0.93%) Payment Gateway
2 1 (0.93%) WebTrends
Cloud Services
1 21 (19.63%) Amazon AWS
2 8 (7.48%) Amazon EMR
2 8 (7.48%) Amazon Kinesis
3 5 (4.67%) Adobe Analytics
4 2 (1.87%) Amazon EC2
4 2 (1.87%) Microsoft Azure
5 1 (0.93%) Google Analytics
5 1 (0.93%) Trello
Database & Business Intelligence
1 31 (28.97%) Hadoop
2 24 (22.43%) Big Data
3 22 (20.56%) Apache Hive
3 22 (20.56%) Impala
4 8 (7.48%) Amazon Redshift
4 8 (7.48%) Redis
5 6 (5.61%) Power BI
6 5 (4.67%) Data Warehouse
6 5 (4.67%) SQL Server Integration Services
7 4 (3.74%) SQL Server
8 3 (2.80%) Data Mining
8 3 (2.80%) OLAP
8 3 (2.80%) Oracle OLAP
8 3 (2.80%) SQL Server 2008
8 3 (2.80%) SQL Server Analysis Services
8 3 (2.80%) SQL Server Reporting Services
8 3 (2.80%) Sqoop
9 2 (1.87%) Azure SQL Database
Development Applications
1 6 (5.61%) Git (software)
1 6 (5.61%) JIRA
1 6 (5.61%) Subversion
2 2 (1.87%) Firebug
General
1 30 (28.04%) Marketing
2 15 (14.02%) Finance
3 14 (13.08%) Back Office
4 13 (12.15%) Retail
5 4 (3.74%) Banking
6 1 (0.93%) Advertising
6 1 (0.93%) Legal
6 1 (0.93%) Multimedia
Job Titles
1 30 (28.04%) Analyst
2 20 (18.69%) Analytics Manager
3 18 (16.82%) Portfolio Manager
4 17 (15.89%) Analytics Consultant
4 17 (15.89%) Consultant
4 17 (15.89%) Data Analytics Consultant
4 17 (15.89%) Data Consultant
5 13 (12.15%) Senior Analyst
5 13 (12.15%) SQL Analyst
6 11 (10.28%) Data Manager
6 11 (10.28%) SAS Consultant
7 10 (9.35%) Business Intelligence Analyst
8 9 (8.41%) Data Analyst
9 8 (7.48%) Architect
9 8 (7.48%) Senior Consultant
9 8 (7.48%) Senior Data Analytics Consultant
10 7 (6.54%) Data Analytics Manager
10 7 (6.54%) Digital Analyst
10 7 (6.54%) Head of Analytics
10 7 (6.54%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 25 (23.36%) Web Services
2 14 (13.08%) EJB
2 14 (13.08%) J2EE
2 14 (13.08%) JDBC
2 14 (13.08%) JMS
2 14 (13.08%) Servlets
3 11 (10.28%) JSON
4 8 (7.48%) Hibernate
4 8 (7.48%) JPA
4 8 (7.48%) scikit-learn
4 8 (7.48%) Spring
4 8 (7.48%) TensorFlow
5 6 (5.61%) HTML
6 4 (3.74%) CSS
7 2 (1.87%) REST
Miscellaneous
1 52 (48.60%) Foreign Exchange (FX)
2 45 (42.06%) Analytical Skills
3 24 (22.43%) User Experience
4 8 (7.48%) Enterprise Software
5 6 (5.61%) Management Information System
5 6 (5.61%) Social Media
6 3 (2.80%) Algorithms
6 3 (2.80%) Mobile App
7 2 (1.87%) Computer Science
8 1 (0.93%) Blog
8 1 (0.93%) Life Science
8 1 (0.93%) Mainframe
8 1 (0.93%) Photography
Operating Systems
1 4 (3.74%) Linux
2 3 (2.80%) Unix
3 2 (1.87%) Windows
Processes & Methodologies
1 29 (27.10%) Machine Learning
1 29 (27.10%) Personalization
1 29 (27.10%) Yield Management
2 27 (25.23%) E-Commerce
3 26 (24.30%) Agile Software Development
3 26 (24.30%) Business Intelligence
4 25 (23.36%) Customer Analytics
4 25 (23.36%) Line Management
4 25 (23.36%) Stakeholder Management
5 21 (19.63%) Statistics
6 18 (16.82%) Web Analytics
7 17 (15.89%) Experimental Design
7 17 (15.89%) Visualisation
8 16 (14.95%) Digital Marketing
9 15 (14.02%) B2B
9 15 (14.02%) Content Management
9 15 (14.02%) Data Modelling
9 15 (14.02%) Data Visualisation
9 15 (14.02%) Scrum
10 14 (13.08%) B2C
Programming Languages
1 39 (36.45%) SQL
2 21 (19.63%) R
3 20 (18.69%) Python
4 11 (10.28%) MATLAB
5 8 (7.48%) Java
6 3 (2.80%) T-SQL
7 2 (1.87%) JavaScript
7 2 (1.87%) Perl
7 2 (1.87%) PHP
7 2 (1.87%) Ruby
8 1 (0.93%) C++
Qualifications
1 18 (16.82%) Degree
2 11 (10.28%) Numerate Degree
3 2 (1.87%) AWS Certification
Quality Assurance & Compliance
1 17 (15.89%) Data Quality
2 7 (6.54%) QA
3 3 (2.80%) SLA
System Software
1 11 (10.28%) Apache Flume
2 2 (1.87%) Docker
2 2 (1.87%) Virtual Machines
Systems Management
1 3 (2.80%) Oozie
2 2 (1.87%) Ansible
Vendors
1 19 (17.76%) Tableau
2 14 (13.08%) hybris
3 11 (10.28%) Oracle
4 8 (7.48%) Adobe
4 8 (7.48%) CA Agile Central
4 8 (7.48%) Cloudera
4 8 (7.48%) Sybase
5 6 (5.61%) Perforce
6 4 (3.74%) Microsoft
7 3 (2.80%) Alteryx
7 3 (2.80%) Google
8 2 (1.87%) CA
8 2 (1.87%) Ensighten
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