The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 89 88 98
Rank change year-on-year
-1 +10
Permanent jobs citing Data Warehouse 48 74 53
As % of all permanent IT jobs located in Hertfordshire 2.38% 3.02% 2.13%
As % of the Database & Business Intelligence category 8.97% 9.00% 6.91%
Number of salaries quoted 43 56 44
Median salary £52,500 £49,000 £45,000
Median salary % change year-on-year
+7.14% +8.88%
90% offered a salary of more than £32,500 £37,500 £36,500
10% offered a salary of more than £65,000 £60,000 £72,500
UK excluding London median salary £45,000 £45,000 £45,000
Data Warehouse
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
535 822 767
As % of all permanent IT jobs located in Hertfordshire 26.56% 33.52% 30.82%
Number of salaries quoted 465 681 671
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Warehouse
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Warehouse as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Hertfordshire

Data Warehouse
Salary Trend in Hertfordshire

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

Data Warehouse Salary Trend in Hertfordshire

Data Warehouse
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Hertfordshire region over the 3 months to 27 July 2016.

Data Warehouse Salary Histogram in Hertfordshire

Data Warehouse
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Hertfordshire region over the 3 months to 27 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford +21 11 £52,500 +8.80%
Rickmansworth - 7 £57,500 -
Stevenage -6 5 £45,000 +20.00%
Broxbourne - 5 £60,000 -
Hertford - 4 £45,000 -
Borehamwood +5 3 £32,500 -31.57%
Welwyn Garden City +3 2 £40,000 -
Data Warehouse
East of England

Data Warehouse
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 July 2016, IT jobs citing Data Warehouse 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 Hertfordshire region with a requirement for Data Warehouse.

1 77 (76.24%) Business Intelligence
2 70 (69.31%) SQL
3 48 (47.52%) SQL Server
4 46 (45.54%) Oracle
5 43 (42.57%) Analytical Skills
6 39 (38.61%) ETL
7 36 (35.64%) T-SQL
8 31 (30.69%) SQL Server Reporting Services
8 31 (30.69%) Analytics
9 26 (25.74%) Data Analysis
9 26 (25.74%) SQL Server Integration Services
10 23 (22.77%) Microsoft
11 22 (21.78%) Data Mining
12 21 (20.79%) Hadoop
13 20 (19.80%) SQL Server Analysis Services
13 20 (19.80%) Performance Tuning
13 20 (19.80%) ERP
13 20 (19.80%) VBA
14 19 (18.81%) Data Modelling
15 18 (17.82%) Management Information System
15 18 (17.82%) Finance
15 18 (17.82%) Computer Science
15 18 (17.82%) Retail
15 18 (17.82%) Migration
15 18 (17.82%) Data Migration
15 18 (17.82%) Data Analytics
16 17 (16.83%) Data Integration
16 17 (16.83%) Degree
17 16 (15.84%) Netezza
17 16 (15.84%) SAS

Data Warehouse
Top Related IT Skills in Hertfordshire 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 16 (15.84%) SAS
2 5 (4.95%) Apache Spark
3 1 (0.99%) Drupal
3 1 (0.99%) IIS
3 1 (0.99%) SharePoint
Applications
1 14 (13.86%) MS Excel
Business Applications
1 9 (8.91%) SAP BPC
2 3 (2.97%) Dynamics CRM
3 2 (1.98%) Dynamics AX
3 2 (1.98%) JDE EnterpriseOne
3 2 (1.98%) JDE OneWorld
3 2 (1.98%) MetaTrader
3 2 (1.98%) Oracle Applications
3 2 (1.98%) Oracle EBS
Cloud Services
1 5 (4.95%) Amazon AWS
1 5 (4.95%) Amazon Kinesis
2 1 (0.99%) SaaS
Communications & Networking
1 3 (2.97%) PPP
2 2 (1.98%) Firewall
3 1 (0.99%) DNS
Database & Business Intelligence
1 48 (47.52%) SQL Server
2 31 (30.69%) SQL Server Reporting Services
3 26 (25.74%) SQL Server Integration Services
4 22 (21.78%) Data Mining
5 21 (20.79%) Hadoop
6 20 (19.80%) SQL Server Analysis Services
7 16 (15.84%) OLAP
8 15 (14.85%) Enterprise Data Warehouse
9 13 (12.87%) OLAP Cube
9 13 (12.87%) Oracle OLAP
10 12 (11.88%) Power BI
10 12 (11.88%) SQL Server 2008
10 12 (11.88%) SQL Server 2012
11 10 (9.90%) QlikView
12 9 (8.91%) Oracle BI EE
12 9 (8.91%) Oracle Database
12 9 (8.91%) SAP BW
13 8 (7.92%) MS Access
13 8 (7.92%) SAP Data Services
14 6 (5.94%) BusinessObjects
Development Applications
1 8 (7.92%) Team Foundation Server
2 2 (1.98%) Oracle Forms
3 1 (0.99%) SQL Server Management Studio (SSMS)
General
1 18 (17.82%) Finance
1 18 (17.82%) Retail
2 5 (4.95%) Games
3 2 (1.98%) Manufacturing
3 2 (1.98%) Marketing
4 1 (0.99%) Automotive
Job Titles
1 37 (36.63%) Analyst
2 23 (22.77%) Architect
2 23 (22.77%) Data Architect
3 22 (21.78%) Developer
4 16 (15.84%) Business Intelligence Developer
5 12 (11.88%) SQL Analyst
6 11 (10.89%) SQL Developer
7 10 (9.90%) Senior Analyst
8 9 (8.91%) Enterprise Data Architect
8 9 (8.91%) SQL Data Analyst
9 8 (7.92%) Data Analyst
9 8 (7.92%) Data Warehouse Analyst
9 8 (7.92%) Microsoft BI Developer
9 8 (7.92%) Microsoft Developer
9 8 (7.92%) Report Analyst
9 8 (7.92%) Senior Reporting Analyst
10 7 (6.93%) Business Analyst
10 7 (6.93%) Data Engineer
10 7 (6.93%) Oracle Analyst
11 6 (5.94%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 13 (12.87%) MDX
2 10 (9.90%) .NET
3 8 (7.92%) REST
3 8 (7.92%) SOAP
3 8 (7.92%) Web Services
4 5 (4.95%) Apache Camel
5 1 (0.99%) Oracle GoldenGate
5 1 (0.99%) XML
Miscellaneous
1 43 (42.57%) Analytical Skills
2 18 (17.82%) Computer Science
2 18 (17.82%) Management Information System
3 17 (16.83%) Data Integration
4 11 (10.89%) Data Conversion
5 8 (7.92%) Data Extraction
5 8 (7.92%) Mathematics
6 6 (5.94%) Physics
7 4 (3.96%) Data Structures
8 2 (1.98%) FMCG
8 2 (1.98%) Visualisation
9 1 (0.99%) Clustering
9 1 (0.99%) Economics
9 1 (0.99%) Replication
9 1 (0.99%) Statistics
Operating Systems
1 1 (0.99%) Windows
1 1 (0.99%) Windows Server
1 1 (0.99%) Windows Server 2012
Processes & Methodologies
1 77 (76.24%) Business Intelligence
2 39 (38.61%) ETL
3 31 (30.69%) Analytics
4 26 (25.74%) Data Analysis
5 20 (19.80%) ERP
5 20 (19.80%) Performance Tuning
6 19 (18.81%) Data Modelling
7 18 (17.82%) Data Analytics
7 18 (17.82%) Data Migration
7 18 (17.82%) Migration
8 13 (12.87%) Data Governance
8 13 (12.87%) Time Management
9 11 (10.89%) Database Tuning
9 11 (10.89%) ETL Development
10 10 (9.90%) Enterprise Architecture
11 9 (8.91%) Data Management
11 9 (8.91%) Dimensional Modelling
12 8 (7.92%) Data Cleansing
12 8 (7.92%) TOGAF
12 8 (7.92%) Unit Testing
Programming Languages
1 70 (69.31%) SQL
2 36 (35.64%) T-SQL
3 20 (19.80%) VBA
4 14 (13.86%) VB
5 12 (11.88%) PL/SQL
6 11 (10.89%) VBScript
7 8 (7.92%) PowerShell
8 6 (5.94%) Java
9 5 (4.95%) Python
9 5 (4.95%) Scala
10 1 (0.99%) R
Qualifications
1 17 (16.83%) Degree
2 1 (0.99%) Oracle Certification
Quality Assurance & Compliance
1 13 (12.87%) Data Quality
System Software
1 1 (0.99%) Hyper-V
1 1 (0.99%) Oracle RAC
1 1 (0.99%) VMware Infrastructure
Systems Management
1 1 (0.99%) Data Guard
1 1 (0.99%) SCCM
1 1 (0.99%) SCOM
Vendors
1 46 (45.54%) Oracle
2 23 (22.77%) Microsoft
3 16 (15.84%) Netezza
4 13 (12.87%) SAP
4 13 (12.87%) Teradata
5 12 (11.88%) Tableau
6 11 (10.89%) Cognos
7 8 (7.92%) IBM
8 4 (3.96%) MicroStrategy
9 3 (2.97%) JD Edwards
10 1 (0.99%) Informatica
10 1 (0.99%) VMware