The table below looks at the statistics for ETL skills in IT jobs advertised for the West 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)
Yorkshire / West Yorkshire
Rank 112 48 128
Rank change year-on-year
-64 +80
Permanent jobs citing ETL 73 216 93
As % of all permanent IT jobs located in West Yorkshire 2.08% 4.87% 1.89%
As % of the Processes & Methodologies category 2.33% 5.50% 2.11%
Number of salaries quoted 62 158 79
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 £31,900 £29,900
10% offered a salary of more than £70,000 £75,000 £50,200
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 West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3135 3925 4408
As % of all permanent IT jobs located in West Yorkshire 89.39% 88.52% 89.43%
Number of salaries quoted 2738 3275 3552
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 £31,000 £30,000
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in West Yorkshire

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

ETL Jobs Demand Trend 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 across the West Yorkshire region.

ETL Salary Trend in West Yorkshire

ETL
Salary Histogram in West Yorkshire

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

ETL Salary Histogram 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 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
Leeds -64 48 £42,500 -5.55% 7
Halifax +4 11 £70,000 - 1
Bradford +2 9 £40,000 - 3
Wakefield +6 1 £72,500 +161.26%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West 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 West Yorkshire region with a requirement for ETL.

1 142 (73.20%) SQL
2 140 (72.16%) SQL Server
3 121 (62.37%) SQL Server Integration Services
4 110 (56.70%) Business Intelligence
5 107 (55.15%) Microsoft
6 99 (51.03%) Data Warehouse
7 90 (46.39%) SQL Server Analysis Services
8 89 (45.88%) SQL Server Reporting Services
9 74 (38.14%) T-SQL
10 72 (37.11%) MS Excel
11 62 (31.96%) Finance
12 60 (30.93%) Agile Software Development
13 59 (30.41%) Data Modelling
14 43 (22.16%) Analytics
14 43 (22.16%) SQL Server 2014
15 38 (19.59%) SQL Server 2012
16 36 (18.56%) Microsoft Azure
17 35 (18.04%) C#
18 31 (15.98%) Oracle
19 26 (13.40%) Big Data
20 25 (12.89%) Management Information System
20 25 (12.89%) PowerShell
21 24 (12.37%) Team Foundation Server
21 24 (12.37%) Hadoop
21 24 (12.37%) Degree
21 24 (12.37%) E-Commerce
22 23 (11.86%) DevOps
23 22 (11.34%) Relational Database
23 22 (11.34%) Tableau
24 21 (10.82%) OLAP

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 11 (5.67%) SAS
2 4 (2.06%) Oracle SOA Suite
3 3 (1.55%) SharePoint
4 2 (1.03%) BizTalk Server
5 1 (0.52%) Apache Spark
5 1 (0.52%) WebSphere
Applications
1 72 (37.11%) MS Excel
2 7 (3.61%) SPSS
3 4 (2.06%) MS Office
Business Applications
1 1 (0.52%) Cognos Business Intelligence
1 1 (0.52%) StreamServe
Cloud Services
1 36 (18.56%) Microsoft Azure
2 7 (3.61%) Amazon AWS
3 4 (2.06%) Google Cloud Platform
4 2 (1.03%) SaaS
5 1 (0.52%) Force.com
5 1 (0.52%) PaaS
Database & Business Intelligence
1 140 (72.16%) SQL Server
2 121 (62.37%) SQL Server Integration Services
3 99 (51.03%) Data Warehouse
4 90 (46.39%) SQL Server Analysis Services
5 89 (45.88%) SQL Server Reporting Services
6 43 (22.16%) SQL Server 2014
7 38 (19.59%) SQL Server 2012
8 26 (13.40%) Big Data
9 24 (12.37%) Hadoop
10 22 (11.34%) Relational Database
11 21 (10.82%) OLAP
12 20 (10.31%) Oracle Database
13 19 (9.79%) SQL Server 2008
13 19 (9.79%) SQL Server 2016
14 17 (8.76%) OLAP Cube
15 14 (7.22%) SSDT
16 13 (6.70%) RDBMS
17 11 (5.67%) Power BI
17 11 (5.67%) QlikView
18 10 (5.15%) NoSQL
Development Applications
1 24 (12.37%) Team Foundation Server
2 19 (9.79%) Visual Studio
3 9 (4.64%) Octopus Deploy
4 3 (1.55%) Visual Studio Team System
5 2 (1.03%) ERwin
5 2 (1.03%) Git (software)
5 2 (1.03%) MSTest
5 2 (1.03%) NUnit
6 1 (0.52%) JIRA
6 1 (0.52%) Oracle APEX
6 1 (0.52%) SQL Server Management Studio (SSMS)
6 1 (0.52%) Talend Open Studio
6 1 (0.52%) TeamCity
General
1 62 (31.96%) Finance
2 11 (5.67%) Retail
3 7 (3.61%) Banking
4 4 (2.06%) Back Office
5 3 (1.55%) Advertising
6 2 (1.03%) Marketing
7 1 (0.52%) Automotive
7 1 (0.52%) Manufacturing
Job Titles
1 101 (52.06%) Developer
2 67 (34.54%) SQL Developer
3 52 (26.80%) Business Intelligence Developer
4 30 (15.46%) SQL BI Developer
5 28 (14.43%) Architect
5 28 (14.43%) SQL Server Developer
6 27 (13.92%) Data Architect
7 24 (12.37%) SSIS Developer
8 21 (10.82%) DBA
8 21 (10.82%) ETL Developer
9 20 (10.31%) SQL Server Architect
10 16 (8.25%) Senior Developer
10 16 (8.25%) SQL Server BI Developer
11 15 (7.73%) Analyst
11 15 (7.73%) Business Developer
12 14 (7.22%) Digital Architect
13 12 (6.19%) Database Developer
13 12 (6.19%) SQL DBA
14 11 (5.67%) Senior SQL Developer
14 11 (5.67%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 16 (8.25%) .NET
2 13 (6.70%) Web Services
3 12 (6.19%) WPF
4 11 (5.67%) WCF
5 9 (4.64%) ASP.NET Web API
6 7 (3.61%) XML
7 6 (3.09%) .NET Framework
7 6 (3.09%) CSS
7 6 (3.09%) HTML
8 4 (2.06%) Middleware
8 4 (2.06%) Oracle GoldenGate
9 3 (1.55%) MDX
10 2 (1.03%) JSON
10 2 (1.03%) LINQ
10 2 (1.03%) WF
11 1 (0.52%) Mason
11 1 (0.52%) Visualforce
11 1 (0.52%) WinForms
Miscellaneous
1 25 (12.89%) Management Information System
2 15 (7.73%) Analytical Skills
3 9 (4.64%) Credit Risk
4 6 (3.09%) Replication
5 3 (1.55%) N-Tier
6 2 (1.03%) Clustering
6 2 (1.03%) Computer Science
6 2 (1.03%) Fintech
7 1 (0.52%) HACMP
7 1 (0.52%) NHS
Operating Systems
1 4 (2.06%) Unix
1 4 (2.06%) Windows
2 3 (1.55%) Linux
3 2 (1.03%) Windows Server
4 1 (0.52%) Windows Server 2003
4 1 (0.52%) Windows Server 2012
Processes & Methodologies
1 110 (56.70%) Business Intelligence
2 60 (30.93%) Agile Software Development
3 59 (30.41%) Data Modelling
4 43 (22.16%) Analytics
5 24 (12.37%) E-Commerce
6 23 (11.86%) DevOps
7 21 (10.82%) Migration
8 20 (10.31%) Stakeholder Engagement
8 20 (10.31%) TOGAF
9 18 (9.28%) Data Integration
10 15 (7.73%) Data Management
10 15 (7.73%) Data Visualisation
10 15 (7.73%) Kimball Methodology
10 15 (7.73%) SOA
10 15 (7.73%) Visualisation
11 12 (6.19%) Continuous Improvement
12 11 (5.67%) Performance Tuning
13 10 (5.15%) Automated Testing
13 10 (5.15%) Data Analytics
13 10 (5.15%) SDLC
Programming Languages
1 142 (73.20%) SQL
2 74 (38.14%) T-SQL
3 35 (18.04%) C#
4 25 (12.89%) PowerShell
5 12 (6.19%) Python
6 9 (4.64%) VB
7 8 (4.12%) Data Analysis Expressions (DAX)
7 8 (4.12%) PL/SQL
8 7 (3.61%) JavaScript
9 6 (3.09%) VB.NET
10 4 (2.06%) Java
11 2 (1.03%) C++
11 2 (1.03%) Shell Script
12 1 (0.52%) Apex Code
12 1 (0.52%) AWK
12 1 (0.52%) R
12 1 (0.52%) VBScript
Qualifications
1 24 (12.37%) Degree
2 4 (2.06%) Microsoft Certification
3 3 (1.55%) MCITP
3 3 (1.55%) MCTS
4 1 (0.52%) ISTQB
4 1 (0.52%) ISTQB Advanced Certification
4 1 (0.52%) MCSE
Quality Assurance & Compliance
1 12 (6.19%) Data Quality
2 7 (3.61%) IFRS
2 7 (3.61%) IFRS 9
3 3 (1.55%) PCI DSS
3 3 (1.55%) SNOMED CT
4 2 (1.03%) QA
5 1 (0.52%) SLA
Systems Management
1 2 (1.03%) Data Guard
1 2 (1.03%) Enterprise Manager Cloud Control
1 2 (1.03%) Oracle RMAN
2 1 (0.52%) Tivoli Storage Manager
Vendors
1 107 (55.15%) Microsoft
2 31 (15.98%) Oracle
3 22 (11.34%) Tableau
4 13 (6.70%) Splunk
5 9 (4.64%) Cognos
6 4 (2.06%) Google
7 3 (1.55%) RedGate
8 2 (1.03%) Avaya
8 2 (1.03%) Genesys
9 1 (0.52%) IBM
9 1 (0.52%) Informatica
9 1 (0.52%) NetApp
9 1 (0.52%) Sage
9 1 (0.52%) Salesforce.com
9 1 (0.52%) SAP
9 1 (0.52%) Snowplow
9 1 (0.52%) Talend
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: Yesterday
Bradford, UK
Virtusa
Salary: £0 - £80,000 per year
Posted: Yesterday
Leeds, West Yorkshire
Candour Solutions
Salary: Excellent + Bens
Posted: 2 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 3 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: 5 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 13 days ago
Leeds, West Yorkshire
BJSS Ltd
Salary: Unspecified Highly Competitive Package + Great Benefits
Posted: 24 days ago