The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / Yorkshire
Rank 134 66 146
Rank change year-on-year
-68 +80
Permanent jobs citing ETL 95 259 127
As % of all permanent IT jobs located in Yorkshire 1.83% 4.04% 1.75%
As % of the Processes & Methodologies category 2.04% 4.61% 1.96%
Number of salaries quoted 79 193 111
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £32,500 £32,000 £29,500
10% offered a salary of more than £70,000 £68,750 £45,000
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4652 5616 6494
As % of all permanent IT jobs located in Yorkshire 89.65% 87.68% 89.67%
Number of salaries quoted 3988 4668 5300
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Yorkshire

ETL
Salary Trend in Yorkshire

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

ETL Salary Trend in Yorkshire

ETL
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the Yorkshire region over the 3 months to 25 February 2017.

ETL Salary Histogram 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 25 February 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 -64 73 £42,500 +6.25% 11
North Yorkshire -12 13 £35,000 -17.64% 2
South Yorkshire +4 6 £35,000 - 2
East Yorkshire -5 1 £40,500 +45.94%
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 February 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.

1 173 (74.57%) SQL
2 168 (72.41%) SQL Server
3 144 (62.07%) SQL Server Integration Services
4 139 (59.91%) Business Intelligence
5 123 (53.02%) Data Warehouse
6 116 (50.00%) Microsoft
7 112 (48.28%) SQL Server Reporting Services
8 101 (43.53%) SQL Server Analysis Services
9 94 (40.52%) T-SQL
10 82 (35.34%) MS Excel
11 71 (30.60%) Agile Software Development
12 70 (30.17%) Finance
13 68 (29.31%) Data Modelling
14 51 (21.98%) Analytics
15 49 (21.12%) SQL Server 2012
16 46 (19.83%) SQL Server 2014
17 40 (17.24%) C#
18 38 (16.38%) Oracle
19 37 (15.95%) Microsoft Azure
20 30 (12.93%) Big Data
21 28 (12.07%) Visualisation
21 28 (12.07%) Management Information System
22 27 (11.64%) Relational Database
23 26 (11.21%) SQL Server 2016
23 26 (11.21%) Hadoop
23 26 (11.21%) PowerShell
23 26 (11.21%) Degree
24 25 (10.78%) Migration
24 25 (10.78%) E-Commerce
24 25 (10.78%) Tableau

ETL
Top Related 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 11 (4.74%) SAS
2 4 (1.72%) Oracle SOA Suite
3 3 (1.29%) SharePoint
4 2 (0.86%) BizTalk Server
5 1 (0.43%) Apache Spark
5 1 (0.43%) CMS
5 1 (0.43%) WebSphere
Applications
1 82 (35.34%) MS Excel
2 7 (3.02%) SPSS
3 4 (1.72%) MS Office
4 1 (0.43%) Spreadsheet
Business Applications
1 2 (0.86%) Cognos Business Intelligence
2 1 (0.43%) StreamServe
Cloud Services
1 37 (15.95%) Microsoft Azure
2 9 (3.88%) Amazon AWS
3 4 (1.72%) Google Cloud Platform
4 2 (0.86%) SaaS
5 1 (0.43%) Force.com
5 1 (0.43%) PaaS
Database & Business Intelligence
1 168 (72.41%) SQL Server
2 144 (62.07%) SQL Server Integration Services
3 123 (53.02%) Data Warehouse
4 112 (48.28%) SQL Server Reporting Services
5 101 (43.53%) SQL Server Analysis Services
6 49 (21.12%) SQL Server 2012
7 46 (19.83%) SQL Server 2014
8 30 (12.93%) Big Data
9 27 (11.64%) Relational Database
10 26 (11.21%) Hadoop
10 26 (11.21%) SQL Server 2016
11 24 (10.34%) SQL Server 2008
12 23 (9.91%) Oracle Database
13 21 (9.05%) OLAP
14 20 (8.62%) Power BI
15 17 (7.33%) OLAP Cube
16 16 (6.90%) QlikView
17 14 (6.03%) RDBMS
17 14 (6.03%) SSDT
18 13 (5.60%) BusinessObjects
Development Applications
1 24 (10.34%) Team Foundation Server
2 22 (9.48%) Visual Studio
3 9 (3.88%) Octopus Deploy
4 3 (1.29%) SQL Server Management Studio (SSMS)
4 3 (1.29%) Visual Studio Team System
5 2 (0.86%) ERwin
5 2 (0.86%) Git (software)
5 2 (0.86%) MSTest
5 2 (0.86%) NUnit
5 2 (0.86%) Talend Open Studio
6 1 (0.43%) JIRA
6 1 (0.43%) Oracle APEX
6 1 (0.43%) TeamCity
General
1 70 (30.17%) Finance
2 13 (5.60%) Retail
3 7 (3.02%) Banking
4 6 (2.59%) Marketing
5 5 (2.16%) Advertising
6 4 (1.72%) Back Office
7 1 (0.43%) Automotive
7 1 (0.43%) Manufacturing
7 1 (0.43%) Telecoms
Job Titles
1 124 (53.45%) Developer
2 75 (32.33%) SQL Developer
3 62 (26.72%) Business Intelligence Developer
4 34 (14.66%) SQL BI Developer
5 32 (13.79%) SSIS Developer
6 30 (12.93%) SQL Server Developer
7 29 (12.50%) ETL Developer
8 28 (12.07%) Architect
9 27 (11.64%) Data Architect
10 23 (9.91%) DBA
11 22 (9.48%) Analyst
12 21 (9.05%) Business Developer
13 20 (8.62%) SQL Server Architect
14 17 (7.33%) Senior Developer
14 17 (7.33%) SQL Server BI Developer
15 14 (6.03%) Database Developer
15 14 (6.03%) Digital Architect
16 13 (5.60%) SQL Database Developer
16 13 (5.60%) SQL DBA
16 13 (5.60%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 21 (9.05%) .NET
2 16 (6.90%) Web Services
3 12 (5.17%) WPF
4 11 (4.74%) WCF
5 10 (4.31%) .NET Framework
5 10 (4.31%) CSS
5 10 (4.31%) HTML
6 9 (3.88%) ASP.NET Web API
6 9 (3.88%) XML
7 4 (1.72%) ASP.NET
7 4 (1.72%) Entity Framework
7 4 (1.72%) MDX
7 4 (1.72%) Middleware
7 4 (1.72%) Oracle GoldenGate
8 2 (0.86%) JSON
8 2 (0.86%) LINQ
8 2 (0.86%) WF
9 1 (0.43%) Mason
9 1 (0.43%) WinForms
9 1 (0.43%) WSH
Miscellaneous
1 28 (12.07%) Management Information System
2 24 (10.34%) Analytical Skills
3 9 (3.88%) Credit Risk
4 6 (2.59%) Replication
5 5 (2.16%) NHS
6 3 (1.29%) Computer Science
6 3 (1.29%) N-Tier
7 2 (0.86%) Clustering
7 2 (0.86%) Fintech
8 1 (0.43%) Data Structures
8 1 (0.43%) EPoS
8 1 (0.43%) FMCG
8 1 (0.43%) HACMP
Operating Systems
1 4 (1.72%) Unix
1 4 (1.72%) Windows
2 3 (1.29%) Linux
3 2 (0.86%) Windows Server
4 1 (0.43%) Windows Server 2003
4 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 139 (59.91%) Business Intelligence
2 71 (30.60%) Agile Software Development
3 68 (29.31%) Data Modelling
4 51 (21.98%) Analytics
5 28 (12.07%) Visualisation
6 25 (10.78%) E-Commerce
6 25 (10.78%) Migration
7 23 (9.91%) Data Visualisation
7 23 (9.91%) DevOps
8 20 (8.62%) Kimball Methodology
8 20 (8.62%) Stakeholder Engagement
8 20 (8.62%) TOGAF
9 19 (8.19%) Data Integration
10 17 (7.33%) Data Management
11 15 (6.47%) SOA
12 14 (6.03%) Data Analytics
12 14 (6.03%) Web Development
13 12 (5.17%) Continuous Improvement
13 12 (5.17%) Performance Tuning
14 10 (4.31%) SDLC
Programming Languages
1 173 (74.57%) SQL
2 94 (40.52%) T-SQL
3 40 (17.24%) C#
4 26 (11.21%) PowerShell
5 12 (5.17%) Python
6 11 (4.74%) JavaScript
7 9 (3.88%) Data Analysis Expressions (DAX)
7 9 (3.88%) VB
8 8 (3.45%) PL/SQL
9 7 (3.02%) VB.NET
10 4 (1.72%) Java
11 3 (1.29%) VBA
12 2 (0.86%) C++
12 2 (0.86%) Shell Script
13 1 (0.43%) ANSI SQL
13 1 (0.43%) Apex Code
13 1 (0.43%) AWK
13 1 (0.43%) R
13 1 (0.43%) VBScript
Qualifications
1 26 (11.21%) Degree
2 6 (2.59%) Microsoft Certification
3 4 (1.72%) MCITP
3 4 (1.72%) MCTS
4 2 (0.86%) ISTQB
5 1 (0.43%) ISEB
5 1 (0.43%) ISTQB Advanced Certification
5 1 (0.43%) MCSE
Quality Assurance & Compliance
1 15 (6.47%) Data Quality
2 7 (3.02%) IFRS
2 7 (3.02%) IFRS 9
3 3 (1.29%) PCI DSS
3 3 (1.29%) QA
3 3 (1.29%) SNOMED CT
4 1 (0.43%) SLA
Systems Management
1 2 (0.86%) Data Guard
1 2 (0.86%) Enterprise Manager Cloud Control
1 2 (0.86%) Oracle RMAN
2 1 (0.43%) Tivoli Storage Manager
Vendors
1 116 (50.00%) Microsoft
2 38 (16.38%) Oracle
3 25 (10.78%) Tableau
4 13 (5.60%) Splunk
5 12 (5.17%) Cognos
6 5 (2.16%) SAP
7 4 (1.72%) Google
8 3 (1.29%) RedGate
9 2 (0.86%) Avaya
9 2 (0.86%) Genesys
9 2 (0.86%) Informatica
9 2 (0.86%) Progress
9 2 (0.86%) Talend
10 1 (0.43%) Birst
10 1 (0.43%) DevExpress
10 1 (0.43%) IBM
10 1 (0.43%) IFS
10 1 (0.43%) NetApp
10 1 (0.43%) Sage
10 1 (0.43%) Salesforce.com
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: 2 days ago
Bradford, UK
Virtusa
Salary: £0 - £80,000 per year
Posted: 2 days ago
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent + Bens
Posted: 3 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 4 days ago
Leeds, West Yorkshire
Reed Technology
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £45000 per annum
Posted: 5 days ago
Bradford
Provident Financial Management Services
Salary: £45000 - £50000 per annum + Bonus + Pension & Onsite gym
Posted: 6 days ago
Barnsley
Energize Recruitment Solutions Ltd
Salary: £25000 - £32000 per annum + Flexi-time + a range of benefits
Posted: 9 days ago
York, North Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum + bonus + on site gym + free parking
Posted: 5 days ago
York
Hays Specialist Recruitment
Salary: £25000.00 - £35000.00 per annum + excellent benefits
Posted: 12 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 14 days ago
Sheffield
Recruit 4 Talent
Salary: 40000-45000 Per Annum Paid overtime, flexi-time, bonus
Posted: 15 days ago
Leeds, West Yorkshire
BJSS Ltd
Salary: Unspecified Highly Competitive Package + Great Benefits
Posted: 25 days ago