The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands / Warwickshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 33 56 50
Rank change year-on-year +23 -6  
Permanent jobs citing ETL 42 25 35
As % of all permanent IT jobs advertised in Warwickshire 6.66% 3.91% 4.15%
As % of the Processes & Methodologies category 7.50% 4.30% 4.62%
Number of salaries quoted 42 12 29
Median salary £38,000 £53,750 £35,000
Median salary % change year-on-year -29.30% +53.57%  
90% offered a salary of more than £26,500 £41,000 £25,000
10% offered a salary of more than £47,250 £55,000 £47,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL 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 Warwickshire with a requirement for process and methodology skills.

Process & Methodology Skills
Warwickshire
Permanent job vacancies with a requirement for process and methodology skills 560 581 757
As % of all permanent IT job vacancies advertised in Warwickshire 88.75% 90.78% 89.80%
Number of salaries quoted 504 411 663
Median salary £40,000 £46,000 £45,000
Median salary % change year-on-year -13.04% +2.22%  
90% offered a salary of more than £26,000 £25,000 £25,250
10% offered a salary of more than £52,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Warwickshire

The job posting trend of jobs advertised in Warwickshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Warwickshire

ETL
Salary Trend in Warwickshire

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

Salary trend for ETL in Warwickshire

ETL
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing ETL in Warwickshire over the 3 months to 23 June 2017.

Salary histogram for ETL in Warwickshire

ETL
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Warwickshire region over the 3 months to 23 June 2017. 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 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
Stratford-upon-Avon +4 14 £42,500 -5.55%
Leamington Spa - 7 £22,500 -
Warwick +5 5 £26,500 -51.81% 1
Nuneaton - 1 £42,500 -
ETL
West Midlands

For the 6 months to 23 June 2017, IT jobs citing ETL 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 Warwickshire region with a requirement for ETL.

1 46 (80.70%) SQL Server Integration Services
2 30 (52.63%) SQL
3 27 (47.37%) Business Intelligence
4 22 (38.60%) Data Mapping
4 22 (38.60%) ETL Development
5 21 (36.84%) Data Warehouse
6 20 (35.09%) BusinessObjects
7 19 (33.33%) SQL Server
7 19 (33.33%) Analytics
8 15 (26.32%) Finance
8 15 (26.32%) SQL Server Reporting Services
9 12 (21.05%) T-SQL
10 11 (19.30%) Machine Learning
11 10 (17.54%) DataStage
11 10 (17.54%) IBM
11 10 (17.54%) Microsoft
12 9 (15.79%) Power BI
13 8 (14.04%) Azure Machine Learning
13 8 (14.04%) Azure Data Factory
13 8 (14.04%) Microsoft Azure
13 8 (14.04%) Cognos
13 8 (14.04%) SPSS
14 7 (12.28%) OLAP
14 7 (12.28%) XML
14 7 (12.28%) SQL Server 2008
14 7 (12.28%) iPad
15 6 (10.53%) Analytical Skills
15 6 (10.53%) SAP
16 5 (8.77%) IIS
16 5 (8.77%) Windows

ETL
Co-occurring IT Skills in Warwickshire 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 5 (8.77%) IIS
2 3 (5.26%) ArcGIS
3 1 (1.75%) Oracle SOA Suite
Applications
1 8 (14.04%) SPSS
2 2 (3.51%) Microsoft Excel
Business Applications
1 1 (1.75%) Oracle ERP
1 1 (1.75%) Oracle Retail
Cloud Services
1 8 (14.04%) Azure Data Factory
1 8 (14.04%) Azure Machine Learning
1 8 (14.04%) Microsoft Azure
Communications & Networking
1 5 (8.77%) DHCP
1 5 (8.77%) DNS
1 5 (8.77%) LAN
1 5 (8.77%) WAN
Database & Business Intelligence
1 46 (80.70%) SQL Server Integration Services
2 21 (36.84%) Data Warehouse
3 20 (35.09%) BusinessObjects
4 19 (33.33%) SQL Server
5 15 (26.32%) SQL Server Reporting Services
6 10 (17.54%) DataStage
7 9 (15.79%) Power BI
8 7 (12.28%) OLAP
8 7 (12.28%) SQL Server 2008
9 4 (7.02%) SAP Data Services
9 4 (7.02%) SQL Server Analysis Services
10 3 (5.26%) Big Data
10 3 (5.26%) DTS
10 3 (5.26%) Hadoop
10 3 (5.26%) NoSQL
10 3 (5.26%) Spatial Data
10 3 (5.26%) SQL Server 2012
11 2 (3.51%) BusinessObjects XI
11 2 (3.51%) IBM InfoSphere
12 1 (1.75%) Enterprise Data Warehouse
General
1 15 (26.32%) Finance
2 5 (8.77%) Manufacturing
3 2 (3.51%) Retail
4 1 (1.75%) Advertising
Job Titles
1 16 (28.07%) Analyst
2 15 (26.32%) Developer
3 7 (12.28%) Data Analyst
3 7 (12.28%) SQL Analyst
3 7 (12.28%) SSIS Analyst
4 6 (10.53%) Database Analyst
5 5 (8.77%) Administrator
5 5 (8.77%) Junior
5 5 (8.77%) Network Administrator
5 5 (8.77%) Senior Developer
6 4 (7.02%) Business Intelligence Specialist
6 4 (7.02%) Consultant
6 4 (7.02%) Data Warehouse Specialist
6 4 (7.02%) Junior Analyst
6 4 (7.02%) SQL Developer
7 3 (5.26%) Business Intelligence Developer
7 3 (5.26%) Data Consultant
7 3 (5.26%) Data Scientist
7 3 (5.26%) Data Warehouse Consultant
7 3 (5.26%) ETL Developer
Libraries, Frameworks & Software Standards
1 7 (12.28%) XML
2 3 (5.26%) .NET
3 1 (1.75%) J2EE
Miscellaneous
1 7 (12.28%) iPad
2 6 (10.53%) Analytical Skills
3 5 (8.77%) Data Structures
4 2 (3.51%) Management Information System
Operating Systems
1 5 (8.77%) Windows
1 5 (8.77%) Windows 10
1 5 (8.77%) Windows 7
Processes & Methodologies
1 27 (47.37%) Business Intelligence
2 22 (38.60%) Data Mapping
2 22 (38.60%) ETL Development
3 19 (33.33%) Analytics
4 11 (19.30%) Machine Learning
5 5 (8.77%) Information Management
5 5 (8.77%) IT Strategy
5 5 (8.77%) Mobile Device Management
5 5 (8.77%) Network Management
6 4 (7.02%) Agile Software Development
6 4 (7.02%) Data Analysis
6 4 (7.02%) ITIL
7 3 (5.26%) Continuous Improvement
7 3 (5.26%) Data Integration
7 3 (5.26%) Data Transformation
7 3 (5.26%) MapReduce
7 3 (5.26%) Stakeholder Management
7 3 (5.26%) Technical Analysis
8 2 (3.51%) Line Management
8 2 (3.51%) Metadata Management
Programming Languages
1 30 (52.63%) SQL
2 12 (21.05%) T-SQL
3 4 (7.02%) Python
3 4 (7.02%) R
4 2 (3.51%) VBA
5 1 (1.75%) Java
Qualifications
1 4 (7.02%) Degree
2 3 (5.26%) Master's Degree
Quality Assurance & Compliance
1 2 (3.51%) Data Quality
System Software
1 5 (8.77%) Active Directory
1 5 (8.77%) Hyper-V
Vendors
1 10 (17.54%) IBM
1 10 (17.54%) Microsoft
2 8 (14.04%) Cognos
3 6 (10.53%) SAP
4 4 (7.02%) Informatica
5 3 (5.26%) Tableau
6 1 (1.75%) ATG
6 1 (1.75%) Oracle