The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Manchester
Rank 106 158 152
Rank change year-on-year +52 -6  
Permanent jobs citing ETL 97 24 39
As % of all permanent IT jobs advertised in Manchester 2.46% 0.71% 1.04%
As % of the Processes & Methodologies category 2.69% 0.79% 1.18%
Number of salaries quoted 77 19 37
Median salary £35,000 £38,750 £40,000
Median salary % change year-on-year -9.67% -3.12%  
90% offered a salary of more than £32,300 £33,575 £31,500
10% offered a salary of more than £48,500 £52,500 £54,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3610 3030 3306
As % of all permanent IT job vacancies advertised in Manchester 91.60% 89.88% 88.07%
Number of salaries quoted 3035 2504 2726
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £62,165 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Manchester

ETL
Salary Trend in Manchester

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

Salary trend for ETL in Manchester

ETL
Salary Histogram in Manchester

The salary distribution of IT jobs citing ETL in Manchester over the 3 months to 25 March 2017.

Salary histogram for ETL 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 25 March 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
Stockport +8 16 £34,500 -1.42% 3
Bolton - 2 £37,500 -
ETL
North West

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 25 March 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 Manchester region with a requirement for ETL.

1 160 (85.11%) SQL
2 125 (66.49%) SQL Server
3 116 (61.70%) Business Intelligence
4 114 (60.64%) Data Warehouse
5 98 (52.13%) SQL Server Reporting Services
6 88 (46.81%) T-SQL
7 85 (45.21%) SQL Server Integration Services
8 69 (36.70%) Agile Software Development
9 64 (34.04%) SQL Server Analysis Services
10 63 (33.51%) Microsoft
11 54 (28.72%) MS Excel
12 50 (26.60%) Finance
13 47 (25.00%) Data Modelling
14 42 (22.34%) Oracle
15 35 (18.62%) VBA
16 33 (17.55%) iPad
17 32 (17.02%) E-Commerce
18 30 (15.96%) SQL Server 2008
19 25 (13.30%) Retail
19 25 (13.30%) Data Quality
19 25 (13.30%) Relational Database
20 24 (12.77%) Data Management
20 24 (12.77%) Requirements Analysis
20 24 (12.77%) .NET
21 23 (12.23%) Migration
21 23 (12.23%) Analytical Skills
22 21 (11.17%) Data Analysis
23 18 (9.57%) Disaster Recovery
23 18 (9.57%) Visualisation
23 18 (9.57%) Data Migration

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 7 (3.72%) BizTalk Server
1 7 (3.72%) SharePoint
2 6 (3.19%) Oracle Workflow
3 4 (2.13%) Alfresco
3 4 (2.13%) IIS
3 4 (2.13%) SAS
4 2 (1.06%) Apache Spark
4 2 (1.06%) JBoss
4 2 (1.06%) Oracle SOA Suite
5 1 (0.53%) Apache
5 1 (0.53%) Apache Pig
5 1 (0.53%) CICS
5 1 (0.53%) Confluence
5 1 (0.53%) NetWeaver
Applications
1 54 (28.72%) MS Excel
2 3 (1.60%) MS Office
3 2 (1.06%) Spreadsheet
3 2 (1.06%) SPSS
Business Applications
1 11 (5.85%) Cognos Business Intelligence
2 3 (1.60%) Oracle EBS
3 2 (1.06%) Oracle Applications
3 2 (1.06%) Oracle Procure-to-Pay
3 2 (1.06%) Sage 200
4 1 (0.53%) Dynamics CRM
4 1 (0.53%) Dynamics NAV
4 1 (0.53%) Oracle ERP
4 1 (0.53%) Oracle Financials
4 1 (0.53%) SAP CRM
Cloud Services
1 9 (4.79%) Amazon AWS
2 5 (2.66%) Microsoft Azure
3 4 (2.13%) Google Analytics
4 3 (1.60%) Google Cloud Platform
5 2 (1.06%) Amazon EC2
6 1 (0.53%) Amazon Kinesis
Communications & Networking
1 1 (0.53%) Internet
1 1 (0.53%) Network Security
1 1 (0.53%) SSL
Database & Business Intelligence
1 125 (66.49%) SQL Server
2 114 (60.64%) Data Warehouse
3 98 (52.13%) SQL Server Reporting Services
4 85 (45.21%) SQL Server Integration Services
5 64 (34.04%) SQL Server Analysis Services
6 30 (15.96%) SQL Server 2008
7 25 (13.30%) Relational Database
8 14 (7.45%) SQL Server 2012
9 12 (6.38%) Big Data
9 12 (6.38%) BusinessObjects
9 12 (6.38%) RDBMS
10 11 (5.85%) Data Mining
11 10 (5.32%) NoSQL
12 9 (4.79%) SQL Server 2014
13 8 (4.26%) MySQL
13 8 (4.26%) Oracle Database
13 8 (4.26%) Power BI
13 8 (4.26%) QlikView
14 7 (3.72%) OLAP
14 7 (3.72%) SQL Server 2005
Development Applications
1 11 (5.85%) NUnit
2 8 (4.26%) Talend Open Studio
3 7 (3.72%) MSTest
4 6 (3.19%) Git (software)
4 6 (3.19%) Team Foundation Server
5 5 (2.66%) Selenium
6 4 (2.13%) SoapUI
6 4 (2.13%) SQL Server Management Studio (SSMS)
7 3 (1.60%) Octopus Deploy
7 3 (1.60%) Visual Studio
8 2 (1.06%) ERwin
8 2 (1.06%) Oracle Forms
8 2 (1.06%) Toad
9 1 (0.53%) Jenkins
9 1 (0.53%) JIRA
9 1 (0.53%) SonarQube
General
1 50 (26.60%) Finance
2 25 (13.30%) Retail
3 14 (7.45%) Legal
4 8 (4.26%) Banking
5 4 (2.13%) Marketing
6 2 (1.06%) Publishing
7 1 (0.53%) Law
7 1 (0.53%) Manufacturing
Job Titles
1 115 (61.17%) Developer
2 82 (43.62%) SQL Developer
3 49 (26.06%) SQL Server Developer
4 26 (13.83%) Analyst
5 22 (11.70%) Business Intelligence Developer
6 21 (11.17%) DBA
6 21 (11.17%) ETL Developer
6 21 (11.17%) SQL DBA
7 18 (9.57%) Database Developer
7 18 (9.57%) SQL Database Developer
8 17 (9.04%) Business Intelligence Analyst
9 16 (8.51%) Architect
10 14 (7.45%) SSRS Developer
11 13 (6.91%) SQL Server DBA
12 11 (5.85%) Systems Engineer
13 10 (5.32%) SSIS Developer
13 10 (5.32%) T-SQL Developer
14 9 (4.79%) C# Developer
15 7 (3.72%) Data Architect
15 7 (3.72%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 24 (12.77%) .NET
2 16 (8.51%) XML
3 7 (3.72%) LINQ
3 7 (3.72%) WCF
3 7 (3.72%) WF
3 7 (3.72%) WPF
4 6 (3.19%) .NET Framework
5 5 (2.66%) ASP.NET
5 5 (2.66%) Web Services
6 4 (2.13%) CSS
6 4 (2.13%) HTML
7 3 (1.60%) ASP.NET MVC
7 3 (1.60%) jQuery
8 2 (1.06%) Oracle ADF
9 1 (0.53%) HTML5
9 1 (0.53%) Middleware
9 1 (0.53%) Natural Language Processing
9 1 (0.53%) Node.js
9 1 (0.53%) SAML
9 1 (0.53%) WebSockets
Miscellaneous
1 33 (17.55%) iPad
2 23 (12.23%) Analytical Skills
3 9 (4.79%) Clustering
4 3 (1.60%) iSeries
4 3 (1.60%) Management Information System
4 3 (1.60%) Replication
5 2 (1.06%) Algorithms
6 1 (0.53%) Computer Science
6 1 (0.53%) Credit Risk
6 1 (0.53%) Data Centre
6 1 (0.53%) Fintech
6 1 (0.53%) Internet of Things
6 1 (0.53%) Mainframe
6 1 (0.53%) Smartphone
6 1 (0.53%) User Experience
6 1 (0.53%) VSAM
Operating Systems
1 4 (2.13%) Linux
2 3 (1.60%) Windows
3 2 (1.06%) Unix
Processes & Methodologies
1 116 (61.70%) Business Intelligence
2 69 (36.70%) Agile Software Development
3 47 (25.00%) Data Modelling
4 32 (17.02%) E-Commerce
5 24 (12.77%) Data Management
5 24 (12.77%) Requirements Analysis
6 23 (12.23%) Migration
7 21 (11.17%) Data Analysis
8 18 (9.57%) Analytics
8 18 (9.57%) Data Migration
8 18 (9.57%) Disaster Recovery
8 18 (9.57%) Visualisation
9 17 (9.04%) Kimball Methodology
10 16 (8.51%) Continuous Integration
11 15 (7.98%) Data Visualisation
12 14 (7.45%) DevOps
12 14 (7.45%) ITIL
12 14 (7.45%) Performance Tuning
13 13 (6.91%) Data Architecture
13 13 (6.91%) ETL Development
Programming Languages
1 160 (85.11%) SQL
2 88 (46.81%) T-SQL
3 35 (18.62%) VBA
4 16 (8.51%) Java
5 14 (7.45%) C#
6 12 (6.38%) PL/SQL
7 11 (5.85%) Python
8 9 (4.79%) PowerShell
9 7 (3.72%) C++
10 5 (2.66%) JavaScript
10 5 (2.66%) R
11 4 (2.13%) PHP
11 4 (2.13%) VB.NET
12 2 (1.06%) Bash Shell
12 2 (1.06%) Perl
12 2 (1.06%) Ruby
12 2 (1.06%) Shell Script
13 1 (0.53%) ABAP
13 1 (0.53%) C
13 1 (0.53%) COBOL
Qualifications
1 2 (1.06%) Degree
2 1 (0.53%) Microsoft Certification
Quality Assurance & Compliance
1 25 (13.30%) Data Quality
2 11 (5.85%) QA
3 1 (0.53%) IFRS
3 1 (0.53%) IFRS 9
System Software
1 1 (0.53%) Docker
Vendors
1 63 (33.51%) Microsoft
2 42 (22.34%) Oracle
3 14 (7.45%) IBM
4 13 (6.91%) Cognos
5 8 (4.26%) Talend
6 7 (3.72%) Informatica
7 6 (3.19%) Teradata
8 5 (2.66%) SAP
8 5 (2.66%) Tableau
9 4 (2.13%) Cloudera
9 4 (2.13%) JD Edwards
10 3 (1.60%) Alteryx
10 3 (1.60%) Google
11 2 (1.06%) Pegasus
11 2 (1.06%) Red Hat
11 2 (1.06%) Sage
11 2 (1.06%) Vertica
12 1 (0.53%) Apple
12 1 (0.53%) MicroStrategy
12 1 (0.53%) TIBCO
Salford, Lancashire
Maclean Moore Consulting
Salary: From £35,000 to £50,000 per annum £35000-£50000
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: Yesterday
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £34000 per annum + Benefits
Posted: Yesterday
Manchester
CPS Group Limited
Salary: £60000 - £75000 per annum + 8% pension, 27 days annual leave plus BH
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 3 days ago
Manchester, Lancashire
Stott & May
Salary: £25000 - £30000 per annum
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Venturi
Salary: £20000 - £30000 per annum + company benefits
Posted: 5 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 4 days ago
Manchester
Bupa
Posted: 4 days ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 22 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Manchester
Venturi
Salary: £40000 - £45000 per annum + company benefits
Posted: 19 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 24 days ago
Manchester
Robert Walters UK
Salary: £55000 - £65000 per annum
Posted: 22 days ago