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 23 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
North West / Manchester
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 101 126 131
Rank change year-on-year +25 +5  
Permanent jobs citing ETL 114 64 58
As % of all permanent IT jobs advertised in Manchester 2.72% 1.82% 1.73%
As % of the Processes & Methodologies category 2.99% 2.02% 1.92%
Number of salaries quoted 101 58 47
Median salary £38,500 £40,000 £40,000
Median salary % change year-on-year -3.75% -  
90% offered a salary of more than £30,000 £35,000 £27,700
10% offered a salary of more than £60,000 £52,500 £53,300
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 3815 3167 3026
As % of all permanent IT job vacancies advertised in Manchester 91.09% 90.25% 90.25%
Number of salaries quoted 3263 2709 2524
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 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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
Bolton +10 11 £30,000 -20.00%
Stockport -18 11 £35,000 - 2
Salford - 3 £41,500 - 2
Rochdale - 2 £57,000 - 1
ETL
North West

For the 6 months to 23 June 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.

1 182 (85.85%) SQL
2 152 (71.70%) SQL Server
3 143 (67.45%) Business Intelligence
4 119 (56.13%) Data Warehouse
5 118 (55.66%) SQL Server Reporting Services
6 115 (54.25%) SQL Server Integration Services
7 105 (49.53%) T-SQL
8 99 (46.70%) Microsoft
9 88 (41.51%) Agile Software Development
10 86 (40.57%) SQL Server Analysis Services
11 80 (37.74%) Finance
12 50 (23.58%) SQL Server 2008
12 50 (23.58%) Oracle
13 44 (20.75%) Data Quality
14 42 (19.81%) E-Commerce
15 38 (17.92%) Data Modelling
16 37 (17.45%) Retail
17 33 (15.57%) .NET
18 32 (15.09%) Data Management
19 30 (14.15%) SQL Server 2012
19 30 (14.15%) Power BI
20 28 (13.21%) Analytics
20 28 (13.21%) Legal
21 27 (12.74%) Disaster Recovery
22 24 (11.32%) Microsoft Excel
23 23 (10.85%) SQL Optimisation
24 21 (9.91%) iPad
24 21 (9.91%) Data Analysis
25 20 (9.43%) Relational Database
26 19 (8.96%) Cognos

ETL
Co-occurring 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 10 (4.72%) OpenROAD
2 9 (4.25%) Oracle Workflow
2 9 (4.25%) SharePoint
3 8 (3.77%) OpenEdge
4 5 (2.36%) Oracle SOA Suite
4 5 (2.36%) SAS
5 4 (1.89%) Alfresco
6 3 (1.42%) Apache Spark
6 3 (1.42%) BizTalk Server
6 3 (1.42%) JBoss
7 1 (0.47%) Apache
7 1 (0.47%) Apache Pig
7 1 (0.47%) Confluence
7 1 (0.47%) Tomcat
Applications
1 24 (11.32%) Microsoft Excel
2 1 (0.47%) Microsoft Office
2 1 (0.47%) Spreadsheet
2 1 (0.47%) SPSS
Business Applications
1 8 (3.77%) Oracle EBS
2 7 (3.30%) Cognos Business Intelligence
3 5 (2.36%) Oracle Applications
3 5 (2.36%) Oracle Procure-to-Pay
4 3 (1.42%) Dynamics CRM
4 3 (1.42%) Dynamics NAV
4 3 (1.42%) Sage 200
5 2 (0.94%) Oracle EBS R12
5 2 (0.94%) Oracle ERP
5 2 (0.94%) Oracle Financials
6 1 (0.47%) Cognos TM1
6 1 (0.47%) Dynamics AX
6 1 (0.47%) HFM
Cloud Services
1 6 (2.83%) Amazon AWS
2 5 (2.36%) Google Cloud Platform
2 5 (2.36%) Microsoft Azure
3 3 (1.42%) Google Analytics
4 1 (0.47%) Amazon Kinesis
4 1 (0.47%) Dynamics 365
4 1 (0.47%) iPaaS
Communications & Networking
1 6 (2.83%) Intranet
2 2 (0.94%) HTTP
3 1 (0.47%) Internet
3 1 (0.47%) SSL
Database & Business Intelligence
1 152 (71.70%) SQL Server
2 119 (56.13%) Data Warehouse
3 118 (55.66%) SQL Server Reporting Services
4 115 (54.25%) SQL Server Integration Services
5 86 (40.57%) SQL Server Analysis Services
6 50 (23.58%) SQL Server 2008
7 30 (14.15%) Power BI
7 30 (14.15%) SQL Server 2012
8 20 (9.43%) Relational Database
9 17 (8.02%) QlikView
10 15 (7.08%) NoSQL
11 14 (6.60%) SQL Server 2005
12 12 (5.66%) Big Data
12 12 (5.66%) PostgreSQL
12 12 (5.66%) RDBMS
13 10 (4.72%) Crystal Reports
13 10 (4.72%) DTS
13 10 (4.72%) Oracle Database
13 10 (4.72%) Oracle ODI
13 10 (4.72%) SQL Server 2000
Development Applications
1 11 (5.19%) SQL Server Management Studio (SSMS)
2 10 (4.72%) Visual Studio
3 9 (4.25%) Subversion
3 9 (4.25%) Talend Open Studio
4 7 (3.30%) NUnit
5 5 (2.36%) Oracle Forms
5 5 (2.36%) Selenium
5 5 (2.36%) Team Foundation Server
5 5 (2.36%) Toad
6 4 (1.89%) Git (software)
6 4 (1.89%) SoapUI
7 3 (1.42%) MSTest
8 1 (0.47%) Jenkins
8 1 (0.47%) JIRA
8 1 (0.47%) SonarQube
General
1 80 (37.74%) Finance
2 37 (17.45%) Retail
3 28 (13.21%) Legal
4 9 (4.25%) Back Office
5 3 (1.42%) Banking
5 3 (1.42%) Manufacturing
5 3 (1.42%) Publishing
6 2 (0.94%) Marketing
7 1 (0.47%) Automotive
7 1 (0.47%) Law
Job Titles
1 156 (73.58%) Developer
2 112 (52.83%) SQL Developer
3 72 (33.96%) SQL Server Developer
4 39 (18.40%) Business Intelligence Developer
5 28 (13.21%) Database Developer
5 28 (13.21%) SQL Database Developer
6 25 (11.79%) T-SQL Developer
7 18 (8.49%) DBA
7 18 (8.49%) ETL Developer
7 18 (8.49%) Senior Developer
7 18 (8.49%) SSRS Developer
8 17 (8.02%) SQL DBA
9 15 (7.08%) Business Developer
10 11 (5.19%) Architect
10 11 (5.19%) Report Developer
10 11 (5.19%) Senior Business Intelligence Developer
11 10 (4.72%) Analyst
11 10 (4.72%) SQL BI Developer
12 9 (4.25%) Report Writer
13 8 (3.77%) Oracle Developer
Libraries, Frameworks & Software Standards
1 33 (15.57%) .NET
2 19 (8.96%) XML
3 14 (6.60%) Web Services
4 12 (5.66%) ASP.NET
4 12 (5.66%) REST
5 11 (5.19%) CSS
6 10 (4.72%) JSON
6 10 (4.72%) SOAP
7 9 (4.25%) .NET Framework
8 7 (3.30%) ASP.NET MVC
9 5 (2.36%) Oracle ADF
10 3 (1.42%) HTML
10 3 (1.42%) HTML5
10 3 (1.42%) LINQ
10 3 (1.42%) WCF
10 3 (1.42%) WF
10 3 (1.42%) WPF
11 2 (0.94%) ASP.NET Web API
11 2 (0.94%) Entity Framework
12 1 (0.47%) OAuth2
Miscellaneous
1 21 (9.91%) iPad
2 18 (8.49%) Analytical Skills
3 10 (4.72%) Management Information System
4 9 (4.25%) Data Structures
5 8 (3.77%) Clustering
6 7 (3.30%) User Experience
7 2 (0.94%) Algorithms
7 2 (0.94%) Replication
8 1 (0.47%) Computer Science
8 1 (0.47%) Data Centre
8 1 (0.47%) Fintech
8 1 (0.47%) Greenfield Project
8 1 (0.47%) Hybrid Cloud
8 1 (0.47%) Internet of Things
Operating Systems
1 8 (3.77%) Linux
1 8 (3.77%) Windows
2 5 (2.36%) Unix
3 4 (1.89%) Windows Server
3 4 (1.89%) Windows Server 2012
4 1 (0.47%) Windows 7
Processes & Methodologies
1 143 (67.45%) Business Intelligence
2 88 (41.51%) Agile Software Development
3 42 (19.81%) E-Commerce
4 38 (17.92%) Data Modelling
5 32 (15.09%) Data Management
6 28 (13.21%) Analytics
7 27 (12.74%) Disaster Recovery
8 23 (10.85%) SQL Optimisation
9 21 (9.91%) Data Analysis
10 16 (7.55%) Requirements Analysis
11 14 (6.60%) Visualisation
12 12 (5.66%) Data Architecture
12 12 (5.66%) ERP
12 12 (5.66%) Migration
13 11 (5.19%) Continuous Integration
13 11 (5.19%) Enterprise Architecture
14 10 (4.72%) Data Strategy
14 10 (4.72%) Performance Tuning
15 9 (4.25%) DevOps
15 9 (4.25%) Scenario Testing
Programming Languages
1 182 (85.85%) SQL
2 105 (49.53%) T-SQL
3 16 (7.55%) Java
3 16 (7.55%) VBA
4 14 (6.60%) C#
5 12 (5.66%) PL/SQL
6 8 (3.77%) VB
7 6 (2.83%) Python
8 5 (2.36%) R
8 5 (2.36%) Shell Script
9 3 (1.42%) C++
9 3 (1.42%) JavaScript
10 2 (0.94%) PowerShell
10 2 (0.94%) VB.NET
11 1 (0.47%) C
11 1 (0.47%) PHP
Qualifications
1 5 (2.36%) Degree
2 2 (0.94%) Microsoft Certification
3 1 (0.47%) HND
3 1 (0.47%) Master's Degree
3 1 (0.47%) MCDBA
3 1 (0.47%) MCPD
3 1 (0.47%) MCSE
3 1 (0.47%) MCTS
3 1 (0.47%) Numerate Degree
Quality Assurance & Compliance
1 44 (20.75%) Data Quality
2 7 (3.30%) QA
3 2 (0.94%) ISO 9001
3 2 (0.94%) ISO/IEC 27001
3 2 (0.94%) PCI DSS
System Software
1 1 (0.47%) Docker
Vendors
1 99 (46.70%) Microsoft
2 50 (23.58%) Oracle
3 19 (8.96%) Cognos
4 15 (7.08%) Tableau
5 10 (4.72%) Actian
6 9 (4.25%) Informatica
6 9 (4.25%) Talend
7 8 (3.77%) Teradata
8 6 (2.83%) SAP
9 5 (2.36%) Google
9 5 (2.36%) hybris
9 5 (2.36%) IBM
10 4 (1.89%) Cloudera
11 3 (1.42%) Sage
12 2 (0.94%) Alteryx
12 2 (0.94%) Pegasus
12 2 (0.94%) Red Hat
12 2 (0.94%) Vertica
13 1 (0.47%) Facebook
13 1 (0.47%) Hortonworks
Manchester, Lancashire
Gravitas Recruitment Group Ltd
Posted: 12 hours ago
Manchester, Lancashire
Car finance 247
Salary: £40000 - £42500 per annum + benefits
Posted: Yesterday
Manchester
Computer Futures
Salary: £50000 - £60000 per annum + competitive
Posted: 2 days ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Benefits
Posted: 2 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 2 days ago
Salford, Lancashire
I4 Recruitment
Salary: £45k - 50k per year + Benefits
Posted: 3 days ago
Ashton-Under-Lyne
Nigel Frank International
Salary: £30000 - £40000 per annum + company benefits
Posted: 2 days ago
Altrincham, Cheshire
Rullion
Salary: £35000 - £45000 per annum + extensive benefits
Posted: Yesterday
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £45,000 per annum dependant on experience
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 3 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £57,000 per annum depending on experience + benefits
Posted: 2 days ago
Salford, Lancashire
Venturi
Salary: £35000.00 - £42000.00 per annum + Generous Package
Posted: 6 days ago
Manchester, Lancashire
Oscar
Salary: £20000 - £22000 per annum + Benefits
Posted: 6 days ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 14 days ago
Stockport
Computer Futures
Salary: competitive
Posted: 16 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
Manchester
Cathcart Associates
Salary: £40000 - £55000 per annum + Home Working
Posted: 17 days ago
Manchester
Michael Page Technology
Salary: £35000 - £45000 per annum + benefits + car allowance
Posted: 22 days ago