The following table provides summary statistics for permanent job vacancies advertised in 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 116 124 124
Rank change year-on-year +8 0  
Permanent jobs citing ETL 133 120 146
As % of all permanent IT jobs advertised in Yorkshire 2.45% 2.16% 2.14%
As % of the Processes & Methodologies category 2.68% 2.41% 2.39%
Number of salaries quoted 124 102 114
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 £36,000 £35,000 £32,500
10% offered a salary of more than £66,000 £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 Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4964 4982 6117
As % of all permanent IT job vacancies advertised in Yorkshire 91.55% 89.75% 89.47%
Number of salaries quoted 4172 4172 5010
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 £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

ETL
Salary Trend in Yorkshire

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

Salary trend for ETL in Yorkshire

ETL
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing ETL in Yorkshire over the 3 months to 26 June 2017.

Salary histogram for ETL in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 26 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
West Yorkshire +36 117 £45,000 +5.88% 25
South Yorkshire -15 8 £36,000 -10.00%
North Yorkshire -1 7 £46,250 +12.80%
East Yorkshire -11 1 £37,500 -37.50% 1
ETL
England

For the 6 months to 26 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 Yorkshire region with a requirement for ETL.

1 197 (77.56%) SQL
2 183 (72.05%) Business Intelligence
3 181 (71.26%) SQL Server
4 179 (70.47%) SQL Server Integration Services
5 165 (64.96%) Data Warehouse
6 127 (50.00%) SQL Server Analysis Services
7 121 (47.64%) SQL Server Reporting Services
7 121 (47.64%) Microsoft
8 120 (47.24%) T-SQL
9 88 (34.65%) Data Modelling
10 56 (22.05%) Agile Software Development
11 55 (21.65%) Finance
12 46 (18.11%) Power BI
12 46 (18.11%) SQL Server 2016
13 44 (17.32%) C#
14 42 (16.54%) Analytics
15 41 (16.14%) ETL Development
16 38 (14.96%) Mentoring
17 36 (14.17%) Big Data
18 33 (12.99%) SDLC
19 32 (12.60%) Oracle
20 31 (12.20%) Visualisation
20 31 (12.20%) SQL Server 2012
21 29 (11.42%) Relational Database
21 29 (11.42%) Analytical Skills
21 29 (11.42%) Java
22 28 (11.02%) Microsoft Azure
22 28 (11.02%) Data Visualisation
23 25 (9.84%) Data Integration
23 25 (9.84%) IBM

ETL
Co-occurring IT Skills in 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 10 (3.94%) SharePoint
2 1 (0.39%) Apache
2 1 (0.39%) Apache Spark
2 1 (0.39%) BizTalk Server
2 1 (0.39%) CMS
2 1 (0.39%) Oracle SOA Suite
2 1 (0.39%) SAS
Applications
1 24 (9.45%) Microsoft Excel
2 11 (4.33%) Microsoft Office
3 1 (0.39%) Microsoft Project
Business Applications
1 1 (0.39%) Cognos Business Intelligence
Cloud Services
1 28 (11.02%) Microsoft Azure
2 7 (2.76%) Amazon AWS
3 2 (0.79%) Cortana Intelligence Suite
3 2 (0.79%) SaaS
4 1 (0.39%) Force.com
4 1 (0.39%) Google Cloud Platform
4 1 (0.39%) Office 365
4 1 (0.39%) PaaS
4 1 (0.39%) Salesforce Sales Cloud
4 1 (0.39%) Salesforce Service Cloud
Communications & Networking
1 1 (0.39%) SMS
Database & Business Intelligence
1 181 (71.26%) SQL Server
2 179 (70.47%) SQL Server Integration Services
3 165 (64.96%) Data Warehouse
4 127 (50.00%) SQL Server Analysis Services
5 121 (47.64%) SQL Server Reporting Services
6 46 (18.11%) Power BI
6 46 (18.11%) SQL Server 2016
7 36 (14.17%) Big Data
8 31 (12.20%) SQL Server 2012
9 29 (11.42%) Relational Database
10 20 (7.87%) SQL Server 2014
11 19 (7.48%) SQL Server 2008
12 18 (7.09%) BusinessObjects
12 18 (7.09%) MySQL
13 17 (6.69%) Oracle Database
14 15 (5.91%) Oracle Database 11g
14 15 (5.91%) RDBMS
15 12 (4.72%) QlikView
16 11 (4.33%) Data Mining
16 11 (4.33%) Oracle ODI
Development Applications
1 23 (9.06%) Visual Studio
2 21 (8.27%) SQL Server Management Studio (SSMS)
3 16 (6.30%) Team Foundation Server
4 7 (2.76%) Octopus Deploy
5 5 (1.97%) Oracle APEX
6 3 (1.18%) Git (software)
6 3 (1.18%) JIRA
6 3 (1.18%) Talend Open Studio
6 3 (1.18%) TeamCity
7 2 (0.79%) Selenium
7 2 (0.79%) SoapUI
7 2 (0.79%) SpecFlow
7 2 (0.79%) Visual Studio Team System
7 2 (0.79%) WebDriver
8 1 (0.39%) Jenkins
8 1 (0.39%) MSTest
8 1 (0.39%) NUnit
General
1 55 (21.65%) Finance
2 18 (7.09%) Advertising
3 16 (6.30%) Games
4 6 (2.36%) Marketing
5 4 (1.57%) Legal
5 4 (1.57%) Retail
6 1 (0.39%) Automotive
6 1 (0.39%) Back Office
6 1 (0.39%) Banking
6 1 (0.39%) Billing
6 1 (0.39%) Law
6 1 (0.39%) Telecoms
Job Titles
1 134 (52.76%) Developer
2 78 (30.71%) Business Intelligence Developer
3 47 (18.50%) SQL Developer
4 41 (16.14%) ETL Developer
5 38 (14.96%) SSIS Developer
6 31 (12.20%) Architect
6 31 (12.20%) DBA
7 29 (11.42%) Senior Developer
8 28 (11.02%) Data Architect
9 22 (8.66%) SQL BI Developer
10 21 (8.27%) Administrator
10 21 (8.27%) Analyst
10 21 (8.27%) Senior DBA
11 20 (7.87%) Enterprise Architect
11 20 (7.87%) Enterprise Data Architect
11 20 (7.87%) Senior Business Intelligence Developer
11 20 (7.87%) SQL DBA
11 20 (7.87%) T-SQL Developer
12 18 (7.09%) SQL Server Architect
13 17 (6.69%) Business Developer
Libraries, Frameworks & Software Standards
1 19 (7.48%) .NET
2 6 (2.36%) CSS
2 6 (2.36%) HTML
2 6 (2.36%) XML
3 5 (1.97%) .NET Framework
4 4 (1.57%) ASP.NET
4 4 (1.57%) Entity Framework
4 4 (1.57%) MDX
5 2 (0.79%) Hibernate
5 2 (0.79%) iBATIS
5 2 (0.79%) Spring
6 1 (0.39%) LINQ
6 1 (0.39%) Mason
6 1 (0.39%) Middleware
6 1 (0.39%) Visualforce
6 1 (0.39%) WCF
6 1 (0.39%) Web Services
6 1 (0.39%) WF
6 1 (0.39%) WinForms
6 1 (0.39%) WPF
Miscellaneous
1 29 (11.42%) Analytical Skills
2 22 (8.66%) Greenfield Project
3 20 (7.87%) Management Information System
4 7 (2.76%) Clustering
4 7 (2.76%) N-Tier
5 5 (1.97%) Computer Science
6 3 (1.18%) Data Structures
6 3 (1.18%) iPad
7 2 (0.79%) Data Centre
7 2 (0.79%) Linux Command Line
7 2 (0.79%) NHS
7 2 (0.79%) Replication
8 1 (0.39%) Algorithms
8 1 (0.39%) EPoS
8 1 (0.39%) FMCG
Operating Systems
1 19 (7.48%) Linux
2 9 (3.54%) Unix
3 1 (0.39%) Windows
3 1 (0.39%) Windows Server
Processes & Methodologies
1 183 (72.05%) Business Intelligence
2 88 (34.65%) Data Modelling
3 56 (22.05%) Agile Software Development
4 42 (16.54%) Analytics
5 41 (16.14%) ETL Development
6 38 (14.96%) Mentoring
7 33 (12.99%) SDLC
8 31 (12.20%) Visualisation
9 28 (11.02%) Data Visualisation
10 25 (9.84%) Data Integration
11 24 (9.45%) Performance Tuning
12 22 (8.66%) Migration
13 21 (8.27%) Data Management
13 21 (8.27%) E-Commerce
13 21 (8.27%) Low Latency
14 20 (7.87%) Stakeholder Engagement
15 19 (7.48%) Kimball Methodology
16 18 (7.09%) Coaching
16 18 (7.09%) Data Migration
16 18 (7.09%) TOGAF
Programming Languages
1 197 (77.56%) SQL
2 120 (47.24%) T-SQL
3 44 (17.32%) C#
4 29 (11.42%) Java
5 18 (7.09%) PowerShell
6 15 (5.91%) Shell Script
7 13 (5.12%) PL/SQL
8 10 (3.94%) Bash Shell
8 10 (3.94%) VB
9 6 (2.36%) JavaScript
10 5 (1.97%) VB.NET
10 5 (1.97%) VBScript
11 4 (1.57%) Python
11 4 (1.57%) VBA
12 3 (1.18%) R
13 2 (0.79%) ANSI SQL
13 2 (0.79%) AWK
13 2 (0.79%) sed
14 1 (0.39%) Apex Code
14 1 (0.39%) C++
Qualifications
1 23 (9.06%) Degree
2 11 (4.33%) Microsoft Certification
3 10 (3.94%) MCSE
4 9 (3.54%) MCSA
5 2 (0.79%) Computer Science Degree
5 2 (0.79%) ISTQB
5 2 (0.79%) ISTQB Advanced Certification
5 2 (0.79%) SC Cleared
5 2 (0.79%) Security Cleared
6 1 (0.39%) MCITP
6 1 (0.39%) MCTS
Quality Assurance & Compliance
1 15 (5.91%) Data Quality
2 11 (4.33%) QA
3 3 (1.18%) SNOMED CT
4 2 (0.79%) SLA
5 1 (0.39%) ISO 9001
System Software
1 2 (0.79%) Active Directory
1 2 (0.79%) VMware Infrastructure
2 1 (0.39%) Apache Flume
2 1 (0.39%) HDFS
Systems Management
1 2 (0.79%) Data Guard
1 2 (0.79%) Enterprise Manager Cloud Control
1 2 (0.79%) Oracle RMAN
2 1 (0.39%) Puppet
Vendors
1 121 (47.64%) Microsoft
2 32 (12.60%) Oracle
3 25 (9.84%) IBM
4 18 (7.09%) Tableau
5 10 (3.94%) Netezza
6 5 (1.97%) RedGate
7 4 (1.57%) Progress
7 4 (1.57%) SAP
8 3 (1.18%) Splunk
8 3 (1.18%) Talend
9 2 (0.79%) VMware
10 1 (0.39%) Cognos
10 1 (0.39%) Google
10 1 (0.39%) MicroStrategy
10 1 (0.39%) Salesforce.com
10 1 (0.39%) Snowplow
10 1 (0.39%) Sun
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
Hull, North Humberside
Senitor Associates
Salary: £35000 - £40000 per annum + Benefits
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: 3 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: 3 days ago
Leeds, West Yorkshire
Roc Search
Salary: £25000 - £35000 per annum
Posted: 3 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: 11 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £25,000 per annum + 10% Bonus +Bens + Flexible Working
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 6 days ago
Leeds
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 24 days ago