Period
to 18 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Luton. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
Bedfordshire > Luton
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 13 29 20
Rank change year-on-year +16 -9 +8
Permanent jobs citing Analytical Skills 44 51 50
As % of all permanent IT jobs advertised in Luton 12.29% 7.36% 8.80%
As % of the Miscellaneous category 24.86% 19.03% 24.88%
Number of salaries quoted 20 64 70
Luton median annual salary £57,500 £42,500 £42,500
Median salary % change year-on-year +35.29% - +15.65%
10th Percentile £49,625 £28,000 £37,500
90th Percentile £74,375 £53,750 £51,500
Bedfordshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +16.44%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Luton with a requirement for generic IT skills.

All Generic IT Skills
Luton
Permanent vacancies with a requirement for generic IT skills 177 268 201
As % of all permanent IT jobs advertised in Luton 49.44% 38.67% 35.39%
Number of salaries quoted 118 219 160
Luton median annual salary £50,000 £50,000 £44,500
Median salary % change year-on-year - +12.36% +4.71%
10th Percentile £25,875 £31,500 £34,875
90th Percentile £73,750 £72,500 £58,750
Bedfordshire median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

Analytical Skills
Job Vacancy Trend in Luton

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

Job vacancy trend for Analytical Skills in Luton

Analytical Skills
Salary Trend in Luton

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

Salary trend for Analytical Skills in Luton

Analytical Skills
Salary Histogram in Luton

The salary distribution of IT jobs citing Analytical Skills in Luton over the 6 months to 18 December 2017.

Salary histogram for Analytical Skills in Luton

For the 6 months to 18 December 2017, IT jobs citing Analytical Skills 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 Analytical Skills.

1 26 (59.09%) Retail
2 18 (40.91%) Foreign Exchange (FX)
3 15 (34.09%) Visualisation
3 15 (34.09%) Data Visualisation
4 14 (31.82%) Finance
5 13 (29.55%) SQL
5 13 (29.55%) Marketing
5 13 (29.55%) Degree
5 13 (29.55%) Business Analysis
5 13 (29.55%) Stakeholder Management
6 12 (27.27%) Personalization
6 12 (27.27%) Strategic Thinking
7 11 (25.00%) Python
8 10 (22.73%) Hadoop
8 10 (22.73%) Apache Hive
8 10 (22.73%) Data Quality
8 10 (22.73%) Big Data
8 10 (22.73%) Impala
9 9 (20.45%) Apache Spark
9 9 (20.45%) Statistical Modelling
9 9 (20.45%) Machine Learning
9 9 (20.45%) Apache Flume
9 9 (20.45%) Analytics
9 9 (20.45%) Customer Analytics
9 9 (20.45%) R
9 9 (20.45%) Tableau
9 9 (20.45%) Numerate Degree
9 9 (20.45%) Experimental Design
9 9 (20.45%) Yield Management
9 9 (20.45%) Amazon AWS

Analytical Skills
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 9 (20.45%) Apache Spark
1 9 (20.45%) SAS
2 6 (13.64%) JBoss
2 6 (13.64%) WildFly
3 5 (11.36%) CMS
4 3 (6.82%) Oracle SOA Suite
Applications
1 5 (11.36%) Microsoft Excel
2 3 (6.82%) Microsoft PowerPoint
Business Applications
1 4 (9.09%) Unica
2 3 (6.82%) Adobe Campaign
3 1 (2.27%) SAP FI
Cloud Services
1 9 (20.45%) Amazon AWS
2 1 (2.27%) Silverpop
Communications & Networking
1 3 (6.82%) SMS
Database & Business Intelligence
1 10 (22.73%) Apache Hive
1 10 (22.73%) Big Data
1 10 (22.73%) Hadoop
1 10 (22.73%) Impala
2 9 (20.45%) Data Warehouse
3 8 (18.18%) Relational Database
4 7 (15.91%) RDBMS
5 6 (13.64%) Enterprise Data Warehouse
5 6 (13.64%) Oracle Exadata
5 6 (13.64%) Snowflake Schema
6 3 (6.82%) OLAP
6 3 (6.82%) SQL Server Analysis Services
7 2 (4.55%) MongoDB
7 2 (4.55%) NoSQL
7 2 (4.55%) OLAP Cube
7 2 (4.55%) SQL Server
7 2 (4.55%) SQL Server Integration Services
7 2 (4.55%) SQL Server Reporting Services
8 1 (2.27%) BusinessObjects Business Intelligence
8 1 (2.27%) SAP HANA
General
1 26 (59.09%) Retail
2 14 (31.82%) Finance
3 13 (29.55%) Marketing
4 3 (6.82%) Banking
4 3 (6.82%) Telecoms
5 2 (4.55%) Billing
5 2 (4.55%) Legal
6 1 (2.27%) Back Office
Job Titles
1 14 (31.82%) Analyst
2 13 (29.55%) Business Analyst
3 11 (25.00%) Consultant
4 10 (22.73%) Lead Business Analyst
5 9 (20.45%) Analytics Consultant
5 9 (20.45%) Data Analytics Consultant
5 9 (20.45%) Data Consultant
5 9 (20.45%) SAS Consultant
6 6 (13.64%) Architect
7 4 (9.09%) Product Architect
7 4 (9.09%) Senior Analyst
7 4 (9.09%) Senior Business Analyst
7 4 (9.09%) Senior Consultant
7 4 (9.09%) Senior Data Analytics Consultant
7 4 (9.09%) Senior SAS Consultant
8 3 (6.82%) Agile Business Analyst
8 3 (6.82%) Project Manager
8 3 (6.82%) SAP Analyst
8 3 (6.82%) SAP Business Analyst
8 3 (6.82%) Senior SAP Business Analyst
Libraries, Frameworks & Software Standards
1 9 (20.45%) JSON
1 9 (20.45%) Web Services
2 6 (13.64%) Java EE
2 6 (13.64%) Spring
3 3 (6.82%) HTML
4 1 (2.27%) .NET
4 1 (2.27%) CSS
Miscellaneous
1 18 (40.91%) Foreign Exchange (FX)
2 6 (13.64%) Management Information System
3 1 (2.27%) Computer Science
3 1 (2.27%) Social Media
Processes & Methodologies
1 15 (34.09%) Data Visualisation
1 15 (34.09%) Visualisation
2 13 (29.55%) Business Analysis
2 13 (29.55%) Stakeholder Management
3 12 (27.27%) Personalization
3 12 (27.27%) Strategic Thinking
4 9 (20.45%) Analytics
4 9 (20.45%) Customer Analytics
4 9 (20.45%) Data Management
4 9 (20.45%) Econometrics
4 9 (20.45%) Experimental Design
4 9 (20.45%) Machine Learning
4 9 (20.45%) Mathematics
4 9 (20.45%) Statistical Modelling
4 9 (20.45%) Statistics
4 9 (20.45%) Yield Management
5 8 (18.18%) Project Management
6 7 (15.91%) SDLC
6 7 (15.91%) Translating Business Requirements
6 7 (15.91%) Use Case
Programming Languages
1 13 (29.55%) SQL
2 11 (25.00%) Python
3 9 (20.45%) MATLAB
3 9 (20.45%) R
4 6 (13.64%) Java
5 3 (6.82%) C#
5 3 (6.82%) T-SQL
6 2 (4.55%) Go
7 1 (2.27%) ABAP
7 1 (2.27%) C++
Qualifications
1 13 (29.55%) Degree
2 9 (20.45%) Numerate Degree
3 8 (18.18%) ISEB
4 2 (4.55%) Six Sigma Black Belt
4 2 (4.55%) Six Sigma Green Belt
Quality Assurance & Compliance
1 10 (22.73%) Data Quality
2 3 (6.82%) GMP
2 3 (6.82%) PMO
2 3 (6.82%) QA
3 2 (4.55%) SLA
System Software
1 9 (20.45%) Apache Flume
Systems Management
1 1 (2.27%) Oozie
Vendors
1 9 (20.45%) Tableau
2 6 (13.64%) Oracle
3 4 (9.09%) SAP
4 3 (6.82%) CA
4 3 (6.82%) Salesforce.com
4 3 (6.82%) Selligent
5 2 (4.55%) IBM
6 1 (2.27%) Remedy
6 1 (2.27%) ServiceNow