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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / Yorkshire
Rank 128 61 117
Rank change year-on-year
-67 +56
Permanent jobs citing ETL 96 250 146
As % of all permanent IT jobs located in Yorkshire 1.88% 4.24% 2.18%
As % of the Processes & Methodologies category 2.11% 4.79% 2.44%
Number of salaries quoted 79 181 120
Median salary £42,500 £40,000 £45,000
Median salary % change year-on-year
+6.25% -11.11%
90% offered a salary of more than £34,900 £31,550 £32,500
10% offered a salary of more than £70,000 £67,000 £60,000
UK excluding London median salary £45,000 £44,897 £45,000
% change year-on-year
+0.22% -0.22%

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
4552 5218 5990
As % of all permanent IT jobs located in Yorkshire 89.15% 88.47% 89.34%
Number of salaries quoted 3887 4331 4887
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,500 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
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 17 January 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 17 January 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 -45 84 £42,500 - 12
South Yorkshire -1 5 £35,000 +131.78% 1
North Yorkshire -21 5 £33,500 -16.25% 5
East Yorkshire +1 1 £40,500 +29.60% 1
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 17 January 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.

1 198 (75.29%) SQL
2 195 (74.14%) SQL Server
3 161 (61.22%) Business Intelligence
4 148 (56.27%) SQL Server Integration Services
5 136 (51.71%) Microsoft
6 129 (49.05%) Data Warehouse
7 119 (45.25%) SQL Server Analysis Services
8 113 (42.97%) SQL Server Reporting Services
9 101 (38.40%) T-SQL
10 92 (34.98%) Agile Software Development
11 87 (33.08%) MS Excel
12 66 (25.10%) Data Modelling
12 66 (25.10%) Finance
13 56 (21.29%) SQL Server 2014
14 55 (20.91%) SQL Server 2012
15 48 (18.25%) Microsoft Azure
15 48 (18.25%) Analytics
16 46 (17.49%) C#
17 38 (14.45%) Analytical Skills
17 38 (14.45%) Hadoop
17 38 (14.45%) Big Data
18 37 (14.07%) Oracle
19 36 (13.69%) Team Foundation Server
20 35 (13.31%) PowerShell
21 33 (12.55%) Relational Database
22 30 (11.41%) SQL Server 2008
22 30 (11.41%) Tableau
22 30 (11.41%) Visual Studio
23 29 (11.03%) DevOps
23 29 (11.03%) SQL Server 2016

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 15 (5.70%) SAS
2 4 (1.52%) Apache Spark
2 4 (1.52%) Oracle SOA Suite
3 2 (0.76%) BizTalk Server
3 2 (0.76%) Elasticsearch
3 2 (0.76%) SharePoint
3 2 (0.76%) WebSphere
4 1 (0.38%) Confluence
4 1 (0.38%) WebSphere Application Server
4 1 (0.38%) WebSphere Process Server
Applications
1 87 (33.08%) MS Excel
2 10 (3.80%) SPSS
3 5 (1.90%) MS Office
4 1 (0.38%) MS PowerPoint
4 1 (0.38%) MS Project
4 1 (0.38%) Spreadsheet
Business Applications
1 1 (0.38%) Cognos Business Intelligence
1 1 (0.38%) StreamServe
Cloud Services
1 48 (18.25%) Microsoft Azure
2 8 (3.04%) Amazon AWS
3 4 (1.52%) Google Cloud Platform
4 2 (0.76%) SaaS
5 1 (0.38%) Force.com
5 1 (0.38%) PaaS
Communications & Networking
1 1 (0.38%) FTP
Database & Business Intelligence
1 195 (74.14%) SQL Server
2 148 (56.27%) SQL Server Integration Services
3 129 (49.05%) Data Warehouse
4 119 (45.25%) SQL Server Analysis Services
5 113 (42.97%) SQL Server Reporting Services
6 56 (21.29%) SQL Server 2014
7 55 (20.91%) SQL Server 2012
8 38 (14.45%) Big Data
8 38 (14.45%) Hadoop
9 33 (12.55%) Relational Database
10 30 (11.41%) SQL Server 2008
11 29 (11.03%) SQL Server 2016
12 28 (10.65%) OLAP
13 26 (9.89%) OLAP Cube
14 23 (8.75%) SSDT
15 20 (7.60%) Oracle Database
15 20 (7.60%) Power BI
16 17 (6.46%) BusinessObjects
16 17 (6.46%) RDBMS
17 15 (5.70%) NoSQL
Development Applications
1 36 (13.69%) Team Foundation Server
2 30 (11.41%) Visual Studio
3 10 (3.80%) Octopus Deploy
4 4 (1.52%) Visual Studio Team System
5 3 (1.14%) Talend Open Studio
6 2 (0.76%) ERwin
6 2 (0.76%) Git (software)
6 2 (0.76%) JIRA
6 2 (0.76%) MSTest
6 2 (0.76%) NUnit
7 1 (0.38%) SQL Server Management Studio (SSMS)
7 1 (0.38%) TeamCity
General
1 66 (25.10%) Finance
2 21 (7.98%) Retail
3 10 (3.80%) Banking
4 6 (2.28%) Advertising
5 3 (1.14%) Back Office
6 2 (0.76%) Marketing
7 1 (0.38%) Automotive
7 1 (0.38%) Manufacturing
7 1 (0.38%) Telecoms
Job Titles
1 152 (57.79%) Developer
2 85 (32.32%) SQL Developer
3 75 (28.52%) Business Intelligence Developer
4 44 (16.73%) ETL Developer
5 41 (15.59%) SQL Server Developer
6 35 (13.31%) SQL BI Developer
7 33 (12.55%) SSIS Developer
8 24 (9.13%) Analyst
9 23 (8.75%) Architect
10 22 (8.37%) DBA
11 21 (7.98%) Data Architect
11 21 (7.98%) SQL Server BI Developer
12 19 (7.22%) Business Developer
12 19 (7.22%) Database Developer
12 19 (7.22%) Senior Developer
13 16 (6.08%) SQL Database Developer
14 15 (5.70%) Agile Developer
14 15 (5.70%) SQL DBA
15 14 (5.32%) Digital Architect
15 14 (5.32%) SSAS Developer
Libraries, Frameworks & Software Standards
1 19 (7.22%) .NET
2 16 (6.08%) Web Services
3 12 (4.56%) WCF
3 12 (4.56%) WPF
4 10 (3.80%) ASP.NET Web API
5 9 (3.42%) XML
6 7 (2.66%) .NET Framework
6 7 (2.66%) CSS
6 7 (2.66%) HTML
7 4 (1.52%) MDX
7 4 (1.52%) Middleware
7 4 (1.52%) Oracle GoldenGate
8 2 (0.76%) ASP.NET
8 2 (0.76%) JSON
8 2 (0.76%) LINQ
8 2 (0.76%) WF
9 1 (0.38%) EDI
9 1 (0.38%) Mason
9 1 (0.38%) WinForms
9 1 (0.38%) WSH
Miscellaneous
1 38 (14.45%) Analytical Skills
2 28 (10.65%) Data Integration
3 26 (9.89%) Visualisation
4 22 (8.37%) Management Information System
5 12 (4.56%) Credit Risk
6 8 (3.04%) Replication
6 8 (3.04%) Statistics
7 5 (1.90%) Computer Science
7 5 (1.90%) NHS
8 3 (1.14%) N-Tier
9 2 (0.76%) Clustering
9 2 (0.76%) Fintech
10 1 (0.38%) Cryptography
10 1 (0.38%) Data Extraction
10 1 (0.38%) Data Protection Act
10 1 (0.38%) HACMP
10 1 (0.38%) Mathematics
10 1 (0.38%) Physics
10 1 (0.38%) Reference Data
Operating Systems
1 5 (1.90%) Windows
2 3 (1.14%) Windows Server
3 2 (0.76%) AIX
3 2 (0.76%) Linux
3 2 (0.76%) Unix
3 2 (0.76%) Windows Server 2003
3 2 (0.76%) Windows Server 2012
4 1 (0.38%) Red Hat Enterprise Linux
Processes & Methodologies
1 161 (61.22%) Business Intelligence
2 92 (34.98%) Agile Software Development
3 66 (25.10%) Data Modelling
4 48 (18.25%) Analytics
5 29 (11.03%) DevOps
6 28 (10.65%) Migration
7 26 (9.89%) Data Management
8 22 (8.37%) Data Visualisation
8 22 (8.37%) Kimball Methodology
9 21 (7.98%) Continuous Improvement
10 20 (7.60%) E-Commerce
11 16 (6.08%) SOA
12 14 (5.32%) Stakeholder Engagement
12 14 (5.32%) TOGAF
13 13 (4.94%) Data Analytics
13 13 (4.94%) ETL Development
14 12 (4.56%) Business Analytics
15 11 (4.18%) Inmon Methodology
15 11 (4.18%) Performance Tuning
15 11 (4.18%) Waterfall
Programming Languages
1 198 (75.29%) SQL
2 101 (38.40%) T-SQL
3 46 (17.49%) C#
4 35 (13.31%) PowerShell
5 16 (6.08%) Python
6 15 (5.70%) Data Analysis Expressions (DAX)
7 8 (3.04%) JavaScript
7 8 (3.04%) VB
7 8 (3.04%) VB.NET
8 7 (2.66%) VBA
9 5 (1.90%) PL/SQL
10 4 (1.52%) Java
11 3 (1.14%) Shell Script
12 2 (0.76%) C++
13 1 (0.38%) ANSI SQL
13 1 (0.38%) Apex Code
13 1 (0.38%) AWK
13 1 (0.38%) Perl
Qualifications
1 25 (9.51%) Degree
2 7 (2.66%) Microsoft Certification
3 5 (1.90%) MCITP
3 5 (1.90%) MCTS
4 3 (1.14%) ISTQB
5 2 (0.76%) ISEB
6 1 (0.38%) ISTQB Advanced Certification
6 1 (0.38%) PhD
Quality Assurance & Compliance
1 24 (9.13%) Data Quality
2 5 (1.90%) QA
3 4 (1.52%) PCI DSS
4 2 (0.76%) SNOMED CT
5 1 (0.38%) SLA
System Software
1 1 (0.38%) Tivoli Workload Scheduler
Systems Management
1 1 (0.38%) Tivoli
1 1 (0.38%) Tivoli Storage Manager
Vendors
1 136 (51.71%) Microsoft
2 37 (14.07%) Oracle
3 30 (11.41%) Tableau
4 17 (6.46%) Splunk
5 11 (4.18%) Cognos
5 11 (4.18%) SAP
6 5 (1.90%) IBM
7 4 (1.52%) Google
8 3 (1.14%) Talend
9 2 (0.76%) Avaya
9 2 (0.76%) Genesys
9 2 (0.76%) Informatica
9 2 (0.76%) RedGate
9 2 (0.76%) Sybase
10 1 (0.38%) Birst
10 1 (0.38%) DevExpress
10 1 (0.38%) NetApp
10 1 (0.38%) Remedy
10 1 (0.38%) Sage
10 1 (0.38%) Salesforce.com
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: Today
Yorkshire
onezeero
Posted: Yesterday
East Riding
Lawrence Harvey Enterprise
Salary: £45000.00 - £50000.00 per annum + pension, bonus, flex working
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum
Posted: 4 days ago
East Riding
Oscar
Salary: £25000 - £45000 per annum + Benefits
Posted: 4 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum
Posted: 4 days ago
York, North Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £55,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Salary: £25000 - £40000 per annum
Posted: 6 days ago
Bradford
Provident Financial Management Services
Salary: £35000 - £41000 per annum + £1K Bonus, Pension & Onsite Gym
Posted: 8 days ago
York, North Yorkshire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 4 days ago
York, North Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Healthcare, Life ins, Pension
Posted: 4 days ago
Leeds, West Yorkshire
onezeero.
Salary: £25000 - £35000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £55,000 per annum + Bonus +Bens + Flexible Working
Posted: 5 days ago
York
Computer Futures
Salary: competitive
Posted: 13 days ago
Hull, North Humberside
Senitor Associates
Salary: £30000 - £65000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £25,000 per annum + 10% Bonus + Bens + Flexible Working
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Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £45,000 per annum + 10% Bonus + Bens + Flexible Working
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Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum
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York
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Salary: £20000 - £28000 per annum
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