The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Yorkshire / West Yorkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 79 111 103
Rank change year-on-year +32 -8  
Permanent jobs citing ETL 117 94 110
As % of all permanent IT jobs advertised in West Yorkshire 3.34% 2.42% 2.39%
As % of the Processes & Methodologies category 3.61% 2.65% 2.65%
Number of salaries quoted 111 82 87
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.55%  
90% offered a salary of more than £37,500 £35,000 £36,500
10% offered a salary of more than £70,000 £53,400 £65,000
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 West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3242 3552 4147
As % of all permanent IT job vacancies advertised in West Yorkshire 92.58% 91.50% 90.29%
Number of salaries quoted 2717 2980 3292
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

ETL
Salary Trend in West Yorkshire

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

Salary trend for ETL in West Yorkshire

ETL
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing ETL in West Yorkshire over the 3 months to 25 June 2017.

Salary histogram for ETL in West Yorkshire

ETL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Yorkshire region over the 3 months to 25 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
Leeds +20 75 £45,000 +5.88% 20
Bradford +6 35 £46,250 -2.63% 2
Halifax - 5 £70,000 -
ETL
Yorkshire

For the 6 months to 25 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 West Yorkshire region with a requirement for ETL.

1 161 (75.59%) Business Intelligence
2 157 (73.71%) SQL
3 151 (70.89%) SQL Server Integration Services
4 147 (69.01%) SQL Server
5 143 (67.14%) Data Warehouse
6 111 (52.11%) SQL Server Analysis Services
7 108 (50.70%) Microsoft
8 94 (44.13%) T-SQL
8 94 (44.13%) SQL Server Reporting Services
9 76 (35.68%) Data Modelling
10 54 (25.35%) Finance
11 45 (21.13%) Agile Software Development
12 37 (17.37%) C#
12 37 (17.37%) ETL Development
13 36 (16.90%) Power BI
14 35 (16.43%) Mentoring
15 34 (15.96%) SQL Server 2016
16 33 (15.49%) Analytics
17 31 (14.55%) SDLC
17 31 (14.55%) Big Data
18 26 (12.21%) Java
19 25 (11.74%) Oracle
19 25 (11.74%) IBM
20 24 (11.27%) Relational Database
20 24 (11.27%) Data Integration
21 23 (10.80%) Analytical Skills
22 22 (10.33%) Greenfield Project
23 21 (9.86%) Microsoft Azure
23 21 (9.86%) Performance Tuning
23 21 (9.86%) Low Latency

ETL
Co-occurring IT Skills in West Yorkshire 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 8 (3.76%) SharePoint
2 1 (0.47%) BizTalk Server
2 1 (0.47%) Oracle SOA Suite
2 1 (0.47%) SAS
Applications
1 13 (6.10%) Microsoft Excel
2 11 (5.16%) Microsoft Office
3 1 (0.47%) Microsoft Project
Business Applications
1 1 (0.47%) Cognos Business Intelligence
Cloud Services
1 21 (9.86%) Microsoft Azure
2 5 (2.35%) Amazon AWS
3 2 (0.94%) Cortana Intelligence Suite
3 2 (0.94%) SaaS
4 1 (0.47%) Force.com
4 1 (0.47%) Google Cloud Platform
4 1 (0.47%) PaaS
4 1 (0.47%) Salesforce Sales Cloud
4 1 (0.47%) Salesforce Service Cloud
Communications & Networking
1 1 (0.47%) SMS
Database & Business Intelligence
1 151 (70.89%) SQL Server Integration Services
2 147 (69.01%) SQL Server
3 143 (67.14%) Data Warehouse
4 111 (52.11%) SQL Server Analysis Services
5 94 (44.13%) SQL Server Reporting Services
6 36 (16.90%) Power BI
7 34 (15.96%) SQL Server 2016
8 31 (14.55%) Big Data
9 24 (11.27%) Relational Database
10 18 (8.45%) SQL Server 2012
11 15 (7.04%) BusinessObjects
11 15 (7.04%) RDBMS
11 15 (7.04%) SQL Server 2014
12 13 (6.10%) Oracle Database
12 13 (6.10%) SQL Server 2008
13 11 (5.16%) Data Mining
13 11 (5.16%) MySQL
13 11 (5.16%) Oracle Database 11g
14 10 (4.69%) DataStage
14 10 (4.69%) IBM InfoSphere
Development Applications
1 17 (7.98%) SQL Server Management Studio (SSMS)
1 17 (7.98%) Visual Studio
2 14 (6.57%) Team Foundation Server
3 5 (2.35%) Octopus Deploy
3 5 (2.35%) Oracle APEX
4 3 (1.41%) Git (software)
4 3 (1.41%) JIRA
4 3 (1.41%) TeamCity
5 2 (0.94%) Selenium
5 2 (0.94%) SoapUI
5 2 (0.94%) SpecFlow
5 2 (0.94%) Visual Studio Team System
5 2 (0.94%) WebDriver
6 1 (0.47%) MSTest
6 1 (0.47%) NUnit
6 1 (0.47%) Talend Open Studio
General
1 54 (25.35%) Finance
2 17 (7.98%) Advertising
3 16 (7.51%) Games
4 4 (1.88%) Legal
5 3 (1.41%) Retail
6 2 (0.94%) Marketing
7 1 (0.47%) Automotive
7 1 (0.47%) Back Office
7 1 (0.47%) Billing
7 1 (0.47%) Law
Job Titles
1 113 (53.05%) Developer
2 71 (33.33%) Business Intelligence Developer
3 39 (18.31%) SQL Developer
4 36 (16.90%) ETL Developer
5 32 (15.02%) SSIS Developer
6 31 (14.55%) Architect
7 29 (13.62%) DBA
8 28 (13.15%) Data Architect
8 28 (13.15%) Senior Developer
9 21 (9.86%) Senior DBA
10 20 (9.39%) Administrator
10 20 (9.39%) Enterprise Architect
10 20 (9.39%) Enterprise Data Architect
10 20 (9.39%) Senior Business Intelligence Developer
10 20 (9.39%) SQL BI Developer
11 19 (8.92%) SQL DBA
12 18 (8.45%) SQL Server Architect
13 17 (7.98%) Business Developer
14 16 (7.51%) T-SQL Developer
15 14 (6.57%) Analyst
Libraries, Frameworks & Software Standards
1 14 (6.57%) .NET
2 3 (1.41%) MDX
3 1 (0.47%) .NET Framework
3 1 (0.47%) ASP.NET Web API
3 1 (0.47%) LINQ
3 1 (0.47%) Mason
3 1 (0.47%) Middleware
3 1 (0.47%) Oracle GoldenGate
3 1 (0.47%) Visualforce
3 1 (0.47%) WCF
3 1 (0.47%) Web Services
3 1 (0.47%) WF
3 1 (0.47%) WinForms
3 1 (0.47%) WPF
3 1 (0.47%) XML
Miscellaneous
1 23 (10.80%) Analytical Skills
2 22 (10.33%) Greenfield Project
3 18 (8.45%) Management Information System
4 7 (3.29%) Clustering
4 7 (3.29%) N-Tier
5 3 (1.41%) iPad
6 2 (0.94%) Replication
Operating Systems
1 17 (7.98%) Linux
2 7 (3.29%) Unix
3 1 (0.47%) Windows
3 1 (0.47%) Windows Server
Processes & Methodologies
1 161 (75.59%) Business Intelligence
2 76 (35.68%) Data Modelling
3 45 (21.13%) Agile Software Development
4 37 (17.37%) ETL Development
5 35 (16.43%) Mentoring
6 33 (15.49%) Analytics
7 31 (14.55%) SDLC
8 24 (11.27%) Data Integration
9 21 (9.86%) Low Latency
9 21 (9.86%) Performance Tuning
10 20 (9.39%) E-Commerce
10 20 (9.39%) Migration
10 20 (9.39%) Stakeholder Engagement
11 19 (8.92%) Kimball Methodology
12 18 (8.45%) Data Migration
12 18 (8.45%) TOGAF
12 18 (8.45%) Visualisation
13 17 (7.98%) Data Management
13 17 (7.98%) Data Visualisation
14 15 (7.04%) Coaching
Programming Languages
1 157 (73.71%) SQL
2 94 (44.13%) T-SQL
3 37 (17.37%) C#
4 26 (12.21%) Java
5 15 (7.04%) PowerShell
5 15 (7.04%) Shell Script
6 10 (4.69%) Bash Shell
6 10 (4.69%) VB
7 8 (3.76%) PL/SQL
8 5 (2.35%) VB.NET
8 5 (2.35%) VBScript
9 4 (1.88%) VBA
10 3 (1.41%) Python
11 1 (0.47%) Apex Code
11 1 (0.47%) C++
11 1 (0.47%) R
Qualifications
1 18 (8.45%) Degree
2 10 (4.69%) MCSE
2 10 (4.69%) Microsoft Certification
3 9 (4.23%) MCSA
4 2 (0.94%) ISTQB
4 2 (0.94%) ISTQB Advanced Certification
4 2 (0.94%) SC Cleared
4 2 (0.94%) Security Cleared
Quality Assurance & Compliance
1 13 (6.10%) Data Quality
2 11 (5.16%) QA
3 3 (1.41%) SNOMED CT
4 2 (0.94%) SLA
Systems Management
1 2 (0.94%) Data Guard
1 2 (0.94%) Enterprise Manager Cloud Control
1 2 (0.94%) Oracle RMAN
Vendors
1 108 (50.70%) Microsoft
2 25 (11.74%) IBM
2 25 (11.74%) Oracle
3 12 (5.63%) Tableau
4 10 (4.69%) Netezza
5 3 (1.41%) RedGate
5 3 (1.41%) Splunk
6 1 (0.47%) Cognos
6 1 (0.47%) Google
6 1 (0.47%) MicroStrategy
6 1 (0.47%) Salesforce.com
6 1 (0.47%) SAP
6 1 (0.47%) Snowplow
6 1 (0.47%) Sun
6 1 (0.47%) Talend
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £45000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Modis International
Salary: £38000 - £42000 per annum
Posted: 3 days ago
Bradford, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £35,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + bonus + on site gym + free parking
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 2 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £40000 - £48000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £23000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Roc Search
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
Roc Search
Salary: £50000 - £60000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Roc Search
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £50,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Leeds
Progressive Recruitment
Salary: competitive
Posted: 10 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £25,000 per annum + 10% Bonus +Bens + Flexible Working
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Leeds
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 24 days ago