The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 85 114 121
Rank change year-on-year
+29 +7
Permanent jobs citing ETL 206 175 157
As % of all permanent IT jobs located in Yorkshire 3.29% 2.42% 2.12%
As % of the Processes & Methodologies category 3.73% 2.73% 2.44%
Number of salaries quoted 164 135 140
Average salary £40,000 £37,500 £39,000
Average salary % change year-on-year
+6.66% -3.84%
90% offered a salary of more than £33,100 £30,700 £25,000
10% offered a salary of more than £50,000 £51,500 £52,500
UK excluding London average salary £45,000 £45,000 £45,000
ETL
England

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
5529 6399 6422
As % of all permanent IT jobs located in Yorkshire 88.18% 88.35% 86.62%
Number of salaries quoted 4537 5094 5004
Average salary £40,500 £40,000 £40,000
Average salary % change year-on-year
+1.25% -
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £60,000 £56,500 £56,500
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Yorkshire region as a proportion of the total demand within 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 1 May 2016.

ETL Salary Histogram in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 1 May 2016. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +29 149 £40,000 +5.26% 6
South Yorkshire +31 32 £36,250 -12.12% 1
North Yorkshire 0 25 £41,000 +9.33% 1
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 1 May 2016, IT jobs across the Yorkshire region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 298 (64.50%) SQL
2 256 (55.41%) SQL Server
3 231 (50.00%) Business Intelligence
4 214 (46.32%) SQL Server Integration Services
5 206 (44.59%) Data Warehouse
6 151 (32.68%) Microsoft
7 143 (30.95%) SQL Server Reporting Services
8 131 (28.35%) T-SQL
9 127 (27.49%) SQL Server 2012
10 125 (27.06%) Agile Software Development
11 118 (25.54%) SQL Server Analysis Services
12 104 (22.51%) MS Excel
13 93 (20.13%) Finance
14 91 (19.70%) Analytical Skills
15 87 (18.83%) Oracle
16 83 (17.97%) Migration
17 71 (15.37%) Big Data
18 70 (15.15%) Data Modelling
19 67 (14.50%) SQL Server 2014
20 62 (13.42%) BusinessObjects
21 58 (12.55%) .NET
22 55 (11.90%) Hadoop
23 54 (11.69%) Data Migration
24 53 (11.47%) C#
24 53 (11.47%) OLAP
25 51 (11.04%) Analytics
26 49 (10.61%) Data Integration
27 48 (10.39%) SQL Server 2008
28 46 (9.96%) Data Quality
29 45 (9.74%) Data Management

ETL
Top Related IT Skills in Yorkshire by Category

For the 6 months to 1 May 2016, IT jobs across the Yorkshire region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 21 (4.55%) SharePoint
2 12 (2.60%) SAS
3 11 (2.38%) Apache Pig
3 11 (2.38%) Apache Spark
4 10 (2.16%) Node.js
5 6 (1.30%) CMS
Applications
1 104 (22.51%) MS Excel
2 15 (3.25%) MS Office
3 4 (0.87%) MS Visio
4 1 (0.22%) MS PowerPoint
Business Applications
1 9 (1.95%) Lorenzo
2 4 (0.87%) Oracle Retail
3 3 (0.65%) Dynamics CRM
Cloud Services
1 33 (7.14%) Microsoft Azure
2 10 (2.16%) GitHub
3 6 (1.30%) PaaS
4 1 (0.22%) Amazon AWS
Database & Business Intelligence
1 256 (55.41%) SQL Server
2 214 (46.32%) SQL Server Integration Services
3 206 (44.59%) Data Warehouse
4 143 (30.95%) SQL Server Reporting Services
5 127 (27.49%) SQL Server 2012
6 118 (25.54%) SQL Server Analysis Services
7 71 (15.37%) Big Data
8 67 (14.50%) SQL Server 2014
9 62 (13.42%) BusinessObjects
10 55 (11.90%) Hadoop
11 53 (11.47%) OLAP
12 48 (10.39%) SQL Server 2008
13 38 (8.23%) SQL Server 2005
14 33 (7.14%) OLAP Cube
15 29 (6.28%) MySQL
16 28 (6.06%) Oracle Database
16 28 (6.06%) Relational Database
17 24 (5.19%) Oracle Reports
18 23 (4.98%) NoSQL
19 22 (4.76%) Oracle Database 11g
Development Applications
1 20 (4.33%) Talend Open Studio
2 17 (3.68%) Visual Studio
3 12 (2.60%) Oracle APEX
4 11 (2.38%) Jenkins
4 11 (2.38%) Octopus Deploy
4 11 (2.38%) Team Foundation Server
5 9 (1.95%) tSQLt
6 5 (1.08%) ERwin
7 2 (0.43%) Git (software)
7 2 (0.43%) JIRA
7 2 (0.43%) JUnit
8 1 (0.22%) Eclipse
8 1 (0.22%) HP UFT
8 1 (0.22%) IntelliJ
8 1 (0.22%) Maven
8 1 (0.22%) Selenium
8 1 (0.22%) SQL Server Management Studio (SSMS)
8 1 (0.22%) Subversion
8 1 (0.22%) TeamCity
8 1 (0.22%) TestComplete
General
1 93 (20.13%) Finance
2 31 (6.71%) Retail
3 25 (5.41%) Banking
3 25 (5.41%) Marketing
4 13 (2.81%) Retail Banking
5 6 (1.30%) Advertising
6 5 (1.08%) Automotive
7 3 (0.65%) Legal
7 3 (0.65%) Publishing
8 2 (0.43%) Back Office
9 1 (0.22%) Billing
9 1 (0.22%) Games
9 1 (0.22%) Telecoms
Job Titles
1 225 (48.70%) Developer
2 127 (27.49%) SQL Developer
3 83 (17.97%) Business Intelligence Developer
4 81 (17.53%) SQL Server Developer
5 78 (16.88%) Analyst
6 55 (11.90%) SQL BI Developer
7 52 (11.26%) ETL Developer
8 51 (11.04%) SSIS Developer
9 50 (10.82%) Business Developer
10 39 (8.44%) Architect
11 38 (8.23%) DBA
11 38 (8.23%) SQL Server BI Developer
12 34 (7.36%) Project Manager
13 32 (6.93%) SQL DBA
14 30 (6.49%) Data Architect
14 30 (6.49%) SSAS Developer
15 26 (5.63%) Analyst Developer
16 23 (4.98%) Business Objects Developer
17 22 (4.76%) Consultant
18 21 (4.55%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 58 (12.55%) .NET
2 21 (4.55%) XML
3 20 (4.33%) Web Services
4 14 (3.03%) ASP.NET Web API
4 14 (3.03%) Middleware
4 14 (3.03%) WCF
5 13 (2.81%) Kafka
6 12 (2.60%) CSS
6 12 (2.60%) HTML
6 12 (2.60%) Spring
7 11 (2.38%) SAP CO-PA
8 10 (2.16%) CakePHP
8 10 (2.16%) Spring XD
9 9 (1.95%) Velocity
10 5 (1.08%) ASP.NET
11 4 (0.87%) EDI
11 4 (0.87%) MDX
11 4 (0.87%) ODBC
11 4 (0.87%) Oracle Fusion
12 3 (0.65%) RESTful
Miscellaneous
1 91 (19.70%) Analytical Skills
2 49 (10.61%) Data Integration
3 25 (5.41%) Management Information System
4 18 (3.90%) Visualisation
5 16 (3.46%) Computer Science
6 15 (3.25%) Replication
7 13 (2.81%) NHS
8 12 (2.60%) User Experience
9 10 (2.16%) Mathematics
10 9 (1.95%) Data Extraction
11 7 (1.52%) Data Structures
11 7 (1.52%) Enterprise Software
12 5 (1.08%) Data Protection Act
12 5 (1.08%) New Media
13 3 (0.65%) iPad
14 2 (0.43%) Algorithms
14 2 (0.43%) Credit Risk
15 1 (0.22%) Cybercrime
15 1 (0.22%) Fat Client
15 1 (0.22%) Thin Client
Operating Systems
1 39 (8.44%) Linux
2 36 (7.79%) Unix
3 21 (4.55%) Windows
4 8 (1.73%) Windows Server
5 4 (0.87%) AIX
5 4 (0.87%) Windows Server 2003
5 4 (0.87%) Windows Server 2012
6 1 (0.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 231 (50.00%) Business Intelligence
2 125 (27.06%) Agile Software Development
3 83 (17.97%) Migration
4 70 (15.15%) Data Modelling
5 54 (11.69%) Data Migration
6 51 (11.04%) Analytics
7 45 (9.74%) Data Management
8 42 (9.09%) SDLC
9 39 (8.44%) Kimball Methodology
10 34 (7.36%) E-Commerce
10 34 (7.36%) ETL Development
10 34 (7.36%) High Availability
11 32 (6.93%) DevOps
12 30 (6.49%) CRM
13 29 (6.28%) Inmon Methodology
13 29 (6.28%) Unit Testing
14 28 (6.06%) Data Architecture
15 24 (5.19%) Automated Testing
15 24 (5.19%) PRINCE2
15 24 (5.19%) Software Engineering
Programming Languages
1 298 (64.50%) SQL
2 131 (28.35%) T-SQL
3 53 (11.47%) C#
4 37 (8.01%) PowerShell
5 32 (6.93%) PL/SQL
6 29 (6.28%) Java
7 26 (5.63%) Shell Script
8 24 (5.19%) JavaScript
9 19 (4.11%) VBA
10 12 (2.60%) Python
10 12 (2.60%) VB
10 12 (2.60%) VBScript
11 9 (1.95%) PHP
12 6 (1.30%) Bash Shell
12 6 (1.30%) VB.NET
13 4 (0.87%) ANSI SQL
14 3 (0.65%) C++
15 2 (0.43%) C
15 2 (0.43%) Scala
16 1 (0.22%) R
Qualifications
1 42 (9.09%) Degree
2 19 (4.11%) Security Cleared
3 14 (3.03%) Microsoft Certification
4 12 (2.60%) PRINCE2 Practitioner
5 11 (2.38%) SC Cleared
6 10 (2.16%) PhD
7 9 (1.95%) BPSS Clearance
8 3 (0.65%) MCAD
8 3 (0.65%) PRINCE2 Certification
9 2 (0.43%) ISEB
9 2 (0.43%) SAS Certification
10 1 (0.22%) PMI Certification
Quality Assurance & Compliance
1 46 (9.96%) Data Quality
2 18 (3.90%) QA
3 11 (2.38%) SLA
System Software
1 11 (2.38%) HDFS
2 10 (2.16%) Apache Flume
3 3 (0.65%) Tivoli Workload Scheduler
Systems Management
1 10 (2.16%) Puppet
2 3 (0.65%) Tivoli
3 1 (0.22%) Data Guard
3 1 (0.22%) Oracle RMAN
Vendors
1 151 (32.68%) Microsoft
2 87 (18.83%) Oracle
3 35 (7.58%) Tableau
4 32 (6.93%) SAP
5 24 (5.19%) Splunk
6 22 (4.76%) Cloudera
7 20 (4.33%) Hortonworks
7 20 (4.33%) Netezza
7 20 (4.33%) Talend
8 15 (3.25%) Informatica
9 14 (3.03%) IBM
10 11 (2.38%) Teradata
11 10 (2.16%) Cognos
11 10 (2.16%) Greenplum
11 10 (2.16%) MapR
11 10 (2.16%) MuleSoft
12 9 (1.95%) Ab Initio
13 6 (1.30%) EPiServer
14 5 (1.08%) OpenText
14 5 (1.08%) Remedy
Hull, North Humberside
Spring Technology
Salary: £45000.00 - £70000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Recann
Salary: £55000 - £65000 per annum + benefits
Posted: 5 days ago
Leeds
William Hill
Salary: Competitive + benefits + holidays
Posted: 6 days ago
Yorkshire
Codex
Salary: From £30,000 to £35,000 per annum DOE
Posted: 6 days ago
Leeds, West Yorkshire
Digicentric
Salary: From £35,000 to £44,000 per annum 25 days' holiday, pension
Posted: 6 days ago
Sheffield, South Yorkshire
Sanderson
Salary: £35000.00 - £40000.00 per annum
Posted: 10 days ago
York
Nigel Frank International Ltd
Salary: £33000 - £45000 per annum + Pension, Negotiable
Posted: 19 days ago