The table below looks at the statistics for ETL skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 121 127 137
Rank change year-on-year
+6 +10
Permanent jobs citing ETL 71 57 65
As % of all permanent IT jobs located in Manchester 1.89% 1.59% 1.55%
As % of the Processes & Methodologies category 2.11% 1.77% 1.80%
Number of salaries quoted 67 45 64
Median salary £37,500 £42,500 £42,500
Median salary % change year-on-year
-11.76% -
90% offered a salary of more than £31,600 £32,500 £31,500
10% offered a salary of more than £50,000 £53,000 £50,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
North West

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3362 3224 3615
As % of all permanent IT jobs located in Manchester 89.58% 90.06% 86.32%
Number of salaries quoted 2964 2632 3074
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 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Manchester

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

ETL Jobs Demand Trend in Manchester

ETL
Salary Trend in Manchester

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

ETL Salary Trend in Manchester

ETL
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing ETL across the Manchester region over the 3 months to 7 December 2016.

ETL Salary Histogram in Manchester

ETL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Manchester region over the 3 months to 7 December 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
(Click see detailed
statistics and trends)
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
Stockport - 5 £32,000 - 4
Bury - 2 £36,500 -
Bolton - 1 £45,000 -
ETL
North West

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 7 December 2016, 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 Manchester region with a requirement for ETL.

1 127 (83.55%) SQL
2 106 (69.74%) Business Intelligence
3 92 (60.53%) SQL Server
4 86 (56.58%) Data Warehouse
5 84 (55.26%) SQL Server Integration Services
6 80 (52.63%) SQL Server Reporting Services
7 61 (40.13%) SQL Server Analysis Services
8 55 (36.18%) T-SQL
9 54 (35.53%) Microsoft
10 52 (34.21%) Agile Software Development
11 39 (25.66%) Finance
12 38 (25.00%) MS Excel
12 38 (25.00%) .NET
13 32 (21.05%) Oracle
14 25 (16.45%) Data Modelling
15 24 (15.79%) C#
15 24 (15.79%) Visualisation
15 24 (15.79%) Analytics
15 24 (15.79%) Relational Database
16 22 (14.47%) Data Integration
16 22 (14.47%) ASP.NET
16 22 (14.47%) XML
17 21 (13.82%) VBA
17 21 (13.82%) Data Visualisation
18 20 (13.16%) iPad
18 20 (13.16%) RDBMS
19 19 (12.50%) Amazon AWS
19 19 (12.50%) Data Management
19 19 (12.50%) Kimball Methodology
20 18 (11.84%) Big Data

ETL
Top Related IT Skills in Manchester 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 6 (3.95%) CICS
1 6 (3.95%) SAS
2 5 (3.29%) BizTalk Server
2 5 (3.29%) SharePoint
3 3 (1.97%) Elasticsearch
4 2 (1.32%) IIS
5 1 (0.66%) NetWeaver
Applications
1 38 (25.00%) MS Excel
2 6 (3.95%) MS Office
3 4 (2.63%) SPSS
4 1 (0.66%) Spreadsheet
Business Applications
1 3 (1.97%) Dynamics AX
2 1 (0.66%) Cognos Business Intelligence
2 1 (0.66%) Dynamics CRM
2 1 (0.66%) Oracle EBS
2 1 (0.66%) Oracle ERP
2 1 (0.66%) Oracle Financials
2 1 (0.66%) SAP CRM
Cloud Services
1 19 (12.50%) Amazon AWS
2 9 (5.92%) Amazon EC2
3 4 (2.63%) Google Analytics
4 3 (1.97%) Microsoft Azure
5 1 (0.66%) SaaS
Communications & Networking
1 2 (1.32%) Firewall
2 1 (0.66%) DSL
2 1 (0.66%) Network Security
Database & Business Intelligence
1 92 (60.53%) SQL Server
2 86 (56.58%) Data Warehouse
3 84 (55.26%) SQL Server Integration Services
4 80 (52.63%) SQL Server Reporting Services
5 61 (40.13%) SQL Server Analysis Services
6 24 (15.79%) Relational Database
7 20 (13.16%) RDBMS
8 18 (11.84%) Big Data
9 16 (10.53%) SQL Server 2008
10 15 (9.87%) MySQL
11 14 (9.21%) MongoDB
12 13 (8.55%) Amazon Redshift
12 13 (8.55%) QlikView
13 12 (7.89%) Data Mining
13 12 (7.89%) DataStage
14 11 (7.24%) NoSQL
14 11 (7.24%) OLAP
15 10 (6.58%) OLAP Cube
15 10 (6.58%) SQL Server 2014
16 9 (5.92%) SQL Server 2012
Development Applications
1 9 (5.92%) Visual Studio
2 7 (4.61%) NUnit
3 5 (3.29%) MSTest
3 5 (3.29%) Talend Open Studio
3 5 (3.29%) Team Foundation Server
4 2 (1.32%) ERwin
4 2 (1.32%) Git (software)
4 2 (1.32%) Octopus Deploy
4 2 (1.32%) SQL Server Management Studio (SSMS)
General
1 39 (25.66%) Finance
2 17 (11.18%) Banking
3 14 (9.21%) Retail
4 12 (7.89%) Legal
5 2 (1.32%) Financial Institution
5 2 (1.32%) Manufacturing
5 2 (1.32%) Marketing
6 1 (0.66%) Advertising
6 1 (0.66%) Investment Banking
6 1 (0.66%) Law
6 1 (0.66%) Publishing
Job Titles
1 90 (59.21%) Developer
2 44 (28.95%) SQL Developer
3 42 (27.63%) Business Intelligence Developer
4 18 (11.84%) Analyst
5 14 (9.21%) SSIS Developer
6 13 (8.55%) ETL Developer
7 12 (7.89%) Architect
7 12 (7.89%) Business Intelligence Analyst
7 12 (7.89%) SQL BI Developer
7 12 (7.89%) SSRS Developer
8 9 (5.92%) .NET Developer
8 9 (5.92%) Business Intelligence Architect
8 9 (5.92%) Data Architect
8 9 (5.92%) ETL Architect
8 9 (5.92%) SQL Server Developer
9 8 (5.26%) Consultant
9 8 (5.26%) Data Warehouse Developer
9 8 (5.26%) QlikView Developer
10 7 (4.61%) C# Developer
10 7 (4.61%) Data Manager
Libraries, Frameworks & Software Standards
1 38 (25.00%) .NET
2 22 (14.47%) ASP.NET
2 22 (14.47%) XML
3 8 (5.26%) .NET Framework
4 7 (4.61%) WCF
5 5 (3.29%) LINQ
5 5 (3.29%) Web Services
5 5 (3.29%) WF
5 5 (3.29%) WPF
6 4 (2.63%) ASP.NET MVC
7 3 (1.97%) MDX
7 3 (1.97%) WinForms
8 2 (1.32%) ASP.NET Web Forms
8 2 (1.32%) CSS
8 2 (1.32%) HTML
8 2 (1.32%) jQuery
8 2 (1.32%) WSDL
8 2 (1.32%) WSE
9 1 (0.66%) EDI
9 1 (0.66%) Visualforce
Miscellaneous
1 24 (15.79%) Visualisation
2 22 (14.47%) Data Integration
3 20 (13.16%) iPad
4 12 (7.89%) Analytical Skills
5 9 (5.92%) Data Extraction
6 8 (5.26%) Statistics
7 6 (3.95%) Mainframe
7 6 (3.95%) VSAM
8 4 (2.63%) Credit Risk
8 4 (2.63%) Management Information System
9 3 (1.97%) Data Structures
10 2 (1.32%) iSeries
11 1 (0.66%) Clustering
11 1 (0.66%) Replication
11 1 (0.66%) Smartphone
Operating Systems
1 8 (5.26%) Windows
2 3 (1.97%) Linux
3 1 (0.66%) Windows 7
Processes & Methodologies
1 106 (69.74%) Business Intelligence
2 52 (34.21%) Agile Software Development
3 25 (16.45%) Data Modelling
4 24 (15.79%) Analytics
5 21 (13.82%) Data Visualisation
6 19 (12.50%) Data Management
6 19 (12.50%) Kimball Methodology
7 17 (11.18%) Data Transformation
8 16 (10.53%) Mentoring
9 15 (9.87%) Data Analysis
9 15 (9.87%) E-Commerce
9 15 (9.87%) Migration
10 13 (8.55%) Business Analytics
11 12 (7.89%) Data Migration
11 12 (7.89%) Open Source
12 11 (7.24%) Business Analysis
12 11 (7.24%) Customer Insight
12 11 (7.24%) SDLC
13 10 (6.58%) Performance Tuning
14 9 (5.92%) ERP
Programming Languages
1 127 (83.55%) SQL
2 55 (36.18%) T-SQL
3 24 (15.79%) C#
4 21 (13.82%) VBA
5 15 (9.87%) Java
5 15 (9.87%) Python
6 12 (7.89%) PL/SQL
7 10 (6.58%) PowerShell
8 9 (5.92%) Bash Shell
8 9 (5.92%) Perl
8 9 (5.92%) Ruby
9 7 (4.61%) VB.NET
10 6 (3.95%) COBOL
10 6 (3.95%) JCL
11 5 (3.29%) C++
11 5 (3.29%) VB
12 3 (1.97%) JavaScript
13 2 (1.32%) ABAP
13 2 (1.32%) Data Analysis Expressions (DAX)
13 2 (1.32%) PHP
Qualifications
1 5 (3.29%) Microsoft Certification
2 1 (0.66%) Oracle Certification
2 1 (0.66%) PMI Certification
2 1 (0.66%) PMP
2 1 (0.66%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (7.24%) QA
2 9 (5.92%) Data Quality
Vendors
1 54 (35.53%) Microsoft
2 32 (21.05%) Oracle
3 14 (9.21%) Informatica
4 12 (7.89%) IBM
5 8 (5.26%) Tableau
6 6 (3.95%) Cognizant
7 5 (3.29%) Talend
8 4 (2.63%) SAP
9 3 (1.97%) Cognos
9 3 (1.97%) JD Edwards
9 3 (1.97%) Teradata
9 3 (1.97%) Vertica
10 2 (1.32%) Alteryx
10 2 (1.32%) Google
10 2 (1.32%) Pegasus
10 2 (1.32%) Trillium
11 1 (0.66%) Ab Initio
11 1 (0.66%) Netezza
11 1 (0.66%) Salesforce.com
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £35,000 to £50,000 per annum plus excellent benefits package
Posted: 2 hours ago
Oldham
Nigel Frank International
Salary: £45000 - £60000 per annum + Company bonus + Benefits
Posted: 3 hours ago
Manchester
Nigel Frank International
Salary: £45000 - £60000 per annum + Company bonus + Benefits
Posted: 3 hours ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £40,000 to £60,000 per annum plus excellent benefits package
Posted: 4 hours ago
Stockport, Cheshire
Sentinel IT LLP
Salary: benefits
Posted: 14 hours ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 4 hours ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: Excellent Salary and Bonus - please contact for details
Posted: 2 days ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Manchester, Lancashire
Michael Page International
Salary: £60000 - £70000 per annum + strong package
Posted: Yesterday
Stockport
Computer Futures
Salary: £40000 per annum + Competitive and excellent benefits
Posted: 6 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £28000 - £36000 per annum + bens
Posted: 5 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Good Bonus and Benefits
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 5 days ago
Greater Manchester
Rutherford Grant
Salary: £40000.00 - £45000.00 per annum + bonus and benefits
Posted: 13 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 26 days ago
Stockport
Adria Solutions Ltd
Salary: £28000 - £30000 per annum + Benefits
Posted: 16 days ago
Manchester
Centrica
Salary: Competitive plus benifits
Posted: 14 days ago