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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Yorkshire / West Yorkshire
Rank 93 58 110
Rank change year-on-year -35 +52  
Permanent jobs citing ETL 94 191 109
As % of all permanent IT jobs advertised in West Yorkshire 2.64% 4.33% 2.20%
As % of the Processes & Methodologies category 2.92% 4.85% 2.45%
Number of salaries quoted 82 140 88
Median salary £42,500 £40,000 £35,000
Median salary % change year-on-year +6.25% +14.28%  
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £70,000 £62,500 £45,000
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 3223 3941 4448
As % of all permanent IT job vacancies advertised in West Yorkshire 90.48% 89.45% 89.64%
Number of salaries quoted 2853 3258 3503
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 23 March 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 23 March 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 -44 67 £42,500 +6.25% 10
Halifax +7 13 £70,000 - 1
Bradford +9 12 £43,750 -30.00% 3
Wakefield +5 1 £72,500 +190.00%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 23 March 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.

1 134 (68.02%) SQL
1 134 (68.02%) SQL Server
2 130 (65.99%) SQL Server Integration Services
3 120 (60.91%) Business Intelligence
4 111 (56.35%) Data Warehouse
5 105 (53.30%) Microsoft
6 91 (46.19%) SQL Server Reporting Services
7 90 (45.69%) SQL Server Analysis Services
8 72 (36.55%) T-SQL
9 69 (35.03%) Data Modelling
10 66 (33.50%) Finance
11 65 (32.99%) MS Excel
12 51 (25.89%) Agile Software Development
13 43 (21.83%) Analytics
14 39 (19.80%) C#
15 38 (19.29%) Oracle
16 35 (17.77%) SQL Server 2014
17 33 (16.75%) Microsoft Azure
18 26 (13.20%) SQL Server 2012
18 26 (13.20%) Management Information System
19 25 (12.69%) Big Data
20 24 (12.18%) Oracle Database
20 24 (12.18%) SQL Server 2016
20 24 (12.18%) E-Commerce
21 22 (11.17%) Stakeholder Engagement
21 22 (11.17%) TOGAF
22 21 (10.66%) Degree
23 20 (10.15%) SDLC
24 19 (9.64%) DevOps
24 19 (9.64%) Tableau

ETL
Top Related 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 7 (3.55%) SAS
2 5 (2.54%) SharePoint
3 4 (2.03%) Oracle SOA Suite
4 2 (1.02%) BizTalk Server
5 1 (0.51%) WebSphere
Applications
1 65 (32.99%) MS Excel
2 5 (2.54%) MS Office
3 4 (2.03%) SPSS
Business Applications
1 1 (0.51%) Cognos Business Intelligence
1 1 (0.51%) StreamServe
Cloud Services
1 33 (16.75%) Microsoft Azure
2 8 (4.06%) Amazon AWS
3 4 (2.03%) Google Cloud Platform
4 2 (1.02%) SaaS
5 1 (0.51%) Force.com
5 1 (0.51%) PaaS
Database & Business Intelligence
1 134 (68.02%) SQL Server
2 130 (65.99%) SQL Server Integration Services
3 111 (56.35%) Data Warehouse
4 91 (46.19%) SQL Server Reporting Services
5 90 (45.69%) SQL Server Analysis Services
6 35 (17.77%) SQL Server 2014
7 26 (13.20%) SQL Server 2012
8 25 (12.69%) Big Data
9 24 (12.18%) Oracle Database
9 24 (12.18%) SQL Server 2016
10 17 (8.63%) Relational Database
11 16 (8.12%) BusinessObjects
11 16 (8.12%) Hadoop
11 16 (8.12%) OLAP
12 14 (7.11%) SQL Server 2008
13 13 (6.60%) Power BI
14 12 (6.09%) OLAP Cube
14 12 (6.09%) Oracle ODI
15 11 (5.58%) Oracle Database 11g
15 11 (5.58%) QlikView
Development Applications
1 17 (8.63%) Team Foundation Server
2 13 (6.60%) Visual Studio
3 9 (4.57%) Octopus Deploy
4 3 (1.52%) Oracle APEX
5 2 (1.02%) ERwin
5 2 (1.02%) Git (software)
5 2 (1.02%) MSTest
5 2 (1.02%) NUnit
5 2 (1.02%) Visual Studio Team System
6 1 (0.51%) JIRA
6 1 (0.51%) SQL Server Management Studio (SSMS)
6 1 (0.51%) Talend Open Studio
6 1 (0.51%) TeamCity
General
1 66 (33.50%) Finance
2 7 (3.55%) Advertising
2 7 (3.55%) Retail
3 4 (2.03%) Back Office
3 4 (2.03%) Banking
3 4 (2.03%) Games
4 3 (1.52%) Legal
5 2 (1.02%) Marketing
6 1 (0.51%) Automotive
6 1 (0.51%) Manufacturing
Job Titles
1 102 (51.78%) Developer
2 60 (30.46%) SQL Developer
3 54 (27.41%) Business Intelligence Developer
4 30 (15.23%) Architect
5 29 (14.72%) Data Architect
6 28 (14.21%) SSIS Developer
7 26 (13.20%) SQL BI Developer
8 23 (11.68%) SQL Server Developer
9 22 (11.17%) SQL Server Architect
10 21 (10.66%) ETL Developer
11 19 (9.64%) DBA
12 18 (9.14%) Senior Developer
13 15 (7.61%) Analyst
13 15 (7.61%) Business Developer
14 14 (7.11%) SQL Server BI Developer
14 14 (7.11%) T-SQL Developer
15 12 (6.09%) Digital Architect
15 12 (6.09%) SQL DBA
16 11 (5.58%) Data Warehouse Developer
17 10 (5.08%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 19 (9.64%) .NET
2 12 (6.09%) Web Services
3 11 (5.58%) WCF
3 11 (5.58%) WPF
4 9 (4.57%) ASP.NET Web API
5 6 (3.05%) .NET Framework
5 6 (3.05%) CSS
5 6 (3.05%) HTML
5 6 (3.05%) XML
6 4 (2.03%) Middleware
6 4 (2.03%) Oracle GoldenGate
7 2 (1.02%) JSON
7 2 (1.02%) LINQ
7 2 (1.02%) MDX
7 2 (1.02%) WF
8 1 (0.51%) Mason
8 1 (0.51%) Visualforce
8 1 (0.51%) WinForms
Miscellaneous
1 26 (13.20%) Management Information System
2 16 (8.12%) Analytical Skills
3 6 (3.05%) Credit Risk
4 3 (1.52%) Clustering
4 3 (1.52%) N-Tier
4 3 (1.52%) Replication
5 2 (1.02%) Computer Science
5 2 (1.02%) Fintech
6 1 (0.51%) HACMP
6 1 (0.51%) NHS
Operating Systems
1 6 (3.05%) Unix
2 5 (2.54%) Linux
3 4 (2.03%) Windows
4 2 (1.02%) Windows Server
5 1 (0.51%) Windows Server 2003
5 1 (0.51%) Windows Server 2012
Processes & Methodologies
1 120 (60.91%) Business Intelligence
2 69 (35.03%) Data Modelling
3 51 (25.89%) Agile Software Development
4 43 (21.83%) Analytics
5 24 (12.18%) E-Commerce
6 22 (11.17%) Stakeholder Engagement
6 22 (11.17%) TOGAF
7 20 (10.15%) SDLC
8 19 (9.64%) DevOps
9 18 (9.14%) Data Integration
9 18 (9.14%) Migration
10 16 (8.12%) Data Visualisation
10 16 (8.12%) Kimball Methodology
10 16 (8.12%) Mentoring
10 16 (8.12%) Visualisation
11 15 (7.61%) SOA
12 13 (6.60%) Data Management
13 12 (6.09%) Data Analytics
13 12 (6.09%) ETL Development
13 12 (6.09%) Performance Tuning
Programming Languages
1 134 (68.02%) SQL
2 72 (36.55%) T-SQL
3 39 (19.80%) C#
4 19 (9.64%) PowerShell
5 11 (5.58%) VB
6 10 (5.08%) Java
6 10 (5.08%) PL/SQL
6 10 (5.08%) Python
7 7 (3.55%) JavaScript
8 5 (2.54%) VB.NET
9 4 (2.03%) Data Analysis Expressions (DAX)
9 4 (2.03%) Shell Script
10 3 (1.52%) VBScript
11 2 (1.02%) C++
12 1 (0.51%) Apex Code
12 1 (0.51%) AWK
12 1 (0.51%) R
Qualifications
1 21 (10.66%) Degree
2 3 (1.52%) Microsoft Certification
3 2 (1.02%) MCITP
3 2 (1.02%) MCTS
4 1 (0.51%) ISTQB
4 1 (0.51%) ISTQB Advanced Certification
4 1 (0.51%) MCSE
Quality Assurance & Compliance
1 11 (5.58%) Data Quality
2 4 (2.03%) IFRS
2 4 (2.03%) IFRS 9
3 3 (1.52%) SNOMED CT
4 2 (1.02%) PCI DSS
4 2 (1.02%) QA
5 1 (0.51%) SLA
Systems Management
1 2 (1.02%) Data Guard
1 2 (1.02%) Enterprise Manager Cloud Control
1 2 (1.02%) Oracle RMAN
2 1 (0.51%) Tivoli Storage Manager
Vendors
1 105 (53.30%) Microsoft
2 38 (19.29%) Oracle
3 19 (9.64%) Tableau
4 10 (5.08%) Splunk
5 9 (4.57%) Cognos
6 6 (3.05%) IBM
7 4 (2.03%) Google
8 3 (1.52%) RedGate
9 2 (1.02%) Avaya
9 2 (1.02%) Genesys
9 2 (1.02%) SAP
10 1 (0.51%) Informatica
10 1 (0.51%) NetApp
10 1 (0.51%) Sage
10 1 (0.51%) Salesforce.com
10 1 (0.51%) Snowplow
10 1 (0.51%) Sun
10 1 (0.51%) Talend
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum
Posted: 2 hours ago
Bradford, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £50,000 per annum plus excellent additional benefits
Posted: 1 hour ago
Leeds, Yorkshire
Larson Group
Salary: Benefits
Posted: Yesterday
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: Yesterday
Leeds, West Yorkshire
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: Yesterday
Bradford, West Yorkshire
Rullion
Salary: £40000 - £45000 per annum + extensive benefits
Posted: Yesterday
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Bens
Posted: 2 days ago
Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + bonus, benefits
Posted: 2 days ago
Leeds, West Yorkshire
JM
Salary: £40000 - £70000 per annum + Competitive package and bonus
Posted: 3 days ago
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: 2 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £40000 - £45000 per annum + Pension, Healthcare
Posted: 6 days ago
Leeds, West Yorkshire
Modis International
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
Leeds
Computer Futures
Salary: £55000 - £60000 per annum + competitive
Posted: 13 days ago