Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Luton with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 September 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Bedfordshire > Luton
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 30 53 58
Rank change year-on-year +23 +5 -5
Permanent jobs citing Data Warehouse 29 7 13
As % of all permanent IT jobs advertised in Luton 6.71% 1.75% 2.23%
As % of the Database & Business Intelligence category 14.65% 5.51% 7.98%
Number of salaries quoted 24 7 13
Luton median annual salary £66,000 £57,500 £47,500
Median salary % change year-on-year +14.78% +21.05% +26.67%
10th Percentile £38,750 £40,250 £37,500
90th Percentile £72,125 £70,500 £58,750
Bedfordshire median annual salary £66,000 £60,000 £50,000
% change year-on-year +10.00% +20.00% +25.00%

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Luton
Permanent vacancies with a requirement for database or business intelligence skills 198 127 163
As % of all permanent IT jobs advertised in Luton 45.83% 31.67% 27.91%
Number of salaries quoted 182 65 135
Luton median annual salary £57,500 £37,500 £50,000
Median salary % change year-on-year +53.33% -25.00% +11.11%
10th Percentile £31,250 £30,050 £35,300
90th Percentile £76,250 £72,000 £69,000
Bedfordshire median annual salary £52,500 £45,000 £49,000
% change year-on-year +16.67% -8.16% +8.89%

Data Warehouse
Job Vacancy Trend in Luton

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

Job vacancy trend for Data Warehouse in Luton

Data Warehouse
Salary Trend in Luton

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

Salary trend for Data Warehouse in Luton

Data Warehouse
Salary Histogram in Luton

The salary distribution of IT jobs citing Data Warehouse in Luton over the 6 months to 23 September 2018.

Salary histogram for Data Warehouse in Luton

For the 6 months to 23 September 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Luton region with a requirement for Data Warehouse.

1 25 (86.21%) SQL
2 23 (79.31%) Business Intelligence
3 22 (75.86%) Agile Software Development
3 22 (75.86%) Big Data
3 22 (75.86%) Apache Spark
3 22 (75.86%) Impala
4 21 (72.41%) Hadoop
5 19 (65.52%) Apache Hive
5 19 (65.52%) Scrum
5 19 (65.52%) OLTP
6 16 (55.17%) Data Modelling
7 8 (27.59%) RDBMS
7 8 (27.59%) Analytics
7 8 (27.59%) Relational Database
8 7 (24.14%) Microsoft
8 7 (24.14%) .NET
8 7 (24.14%) SQL Server
8 7 (24.14%) Web Services
9 6 (20.69%) Java
9 6 (20.69%) Oozie
9 6 (20.69%) Kafka
9 6 (20.69%) Apache Flume
10 5 (17.24%) HDFS
10 5 (17.24%) Software Engineering
11 4 (13.79%) SQL Server Integration Services
11 4 (13.79%) .NET Framework
11 4 (13.79%) JSON
11 4 (13.79%) C#
11 4 (13.79%) T-SQL
11 4 (13.79%) HTML

Data Warehouse
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 (75.86%) Apache Spark
2 4 (13.79%) BizTalk Server
3 1 (3.45%) SharePoint
Applications
1 3 (10.34%) Microsoft Project
Cloud Services
1 3 (10.34%) Amazon AWS
1 3 (10.34%) Serverless
Database & Business Intelligence
1 22 (75.86%) Big Data
1 22 (75.86%) Impala
2 21 (72.41%) Hadoop
3 19 (65.52%) Apache Hive
3 19 (65.52%) OLTP
4 8 (27.59%) RDBMS
4 8 (27.59%) Relational Database
5 7 (24.14%) SQL Server
6 4 (13.79%) SQL Server Integration Services
7 3 (10.34%) Apache Kudu
7 3 (10.34%) HBase
7 3 (10.34%) Parquet
7 3 (10.34%) Sqoop
8 2 (6.90%) Oracle Database
8 2 (6.90%) Oracle Database 10g
8 2 (6.90%) Oracle Database 11g
8 2 (6.90%) Oracle Database 12c
8 2 (6.90%) Oracle Exadata
Development Applications
1 3 (10.34%) JIRA
2 2 (6.90%) Oracle APEX
2 2 (6.90%) Subversion
General
1 3 (10.34%) Retail
2 2 (6.90%) Automotive
2 2 (6.90%) Publishing
3 1 (3.45%) Marketing
Job Titles
1 17 (58.62%) Architect
1 17 (58.62%) Business Intelligence Architect
1 17 (58.62%) Data Architect
2 4 (13.79%) Analyst
2 4 (13.79%) Integration Analyst
2 4 (13.79%) IT Analyst
3 3 (10.34%) Development Manager
3 3 (10.34%) Engineering Manager
3 3 (10.34%) Head of Development
3 3 (10.34%) Head of Engineering
4 2 (6.90%) Data Engineer
4 2 (6.90%) DBA
4 2 (6.90%) Oracle DBA
4 2 (6.90%) Performance Tuning DBA
4 2 (6.90%) Senior Data Engineer
5 1 (3.45%) C++ Developer
5 1 (3.45%) Developer
5 1 (3.45%) Python Developer
5 1 (3.45%) Technical Architect
5 1 (3.45%) Web Developer
Libraries, Frameworks & Software Standards
1 7 (24.14%) .NET
1 7 (24.14%) Web Services
2 6 (20.69%) Kafka
3 4 (13.79%) .NET Framework
3 4 (13.79%) ASP.NET
3 4 (13.79%) CSS
3 4 (13.79%) Entity Framework
3 4 (13.79%) HTML
3 4 (13.79%) JSON
3 4 (13.79%) SOAP
3 4 (13.79%) WPF
4 3 (10.34%) Apache Avro
5 2 (6.90%) Oracle GoldenGate
Miscellaneous
1 3 (10.34%) Analytical Skills
1 3 (10.34%) Virtual Team
2 1 (3.45%) Computer Science
2 1 (3.45%) NHS
Operating Systems
1 4 (13.79%) Linux
2 3 (10.34%) Unix
Processes & Methodologies
1 23 (79.31%) Business Intelligence
2 22 (75.86%) Agile Software Development
3 19 (65.52%) Scrum
4 16 (55.17%) Data Modelling
5 8 (27.59%) Analytics
6 5 (17.24%) Software Engineering
7 4 (13.79%) Data Science
7 4 (13.79%) E-Commerce
8 3 (10.34%) Data Engineering
8 3 (10.34%) DevOps
8 3 (10.34%) Functional Testing
8 3 (10.34%) Penetration Testing
8 3 (10.34%) Performance Testing
8 3 (10.34%) SDLC
8 3 (10.34%) Test Automation
8 3 (10.34%) Virtual Team Management
9 2 (6.90%) Database Tuning
9 2 (6.90%) ETL
9 2 (6.90%) Logistics
9 2 (6.90%) Multithreading
Programming Languages
1 25 (86.21%) SQL
2 6 (20.69%) Java
3 4 (13.79%) C#
3 4 (13.79%) Python
3 4 (13.79%) T-SQL
4 2 (6.90%) Korn
4 2 (6.90%) PL/SQL
5 1 (3.45%) C++
5 1 (3.45%) JavaScript
5 1 (3.45%) Shell Script
Qualifications
1 1 (3.45%) DBS Check
1 1 (3.45%) Degree
Quality Assurance & Compliance
1 3 (10.34%) QA
2 1 (3.45%) PMO
System Software
1 6 (20.69%) Apache Flume
2 5 (17.24%) HDFS
3 2 (6.90%) Oracle RAC
Systems Management
1 6 (20.69%) Oozie
2 2 (6.90%) Data Guard
2 2 (6.90%) Oracle Enterprise Manager
2 2 (6.90%) Oracle RMAN
Vendors
1 7 (24.14%) Microsoft
2 2 (6.90%) Oracle
3 1 (3.45%) Cloudera
3 1 (3.45%) Hortonworks