The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / East of England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 118 165 189
Rank change year-on-year +47 +24  
Permanent jobs citing ETL 148 91 98
As % of all permanent IT jobs advertised in the East of England 2.43% 1.34% 1.19%
As % of the Processes & Methodologies category 2.75% 1.53% 1.38%
Number of salaries quoted 117 87 79
Median salary £45,000 £50,000 £47,500
Median salary % change year-on-year -10.00% +5.26%  
90% offered a salary of more than £37,000 £37,800 £40,000
10% offered a salary of more than £70,000 £70,000 £65,500
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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5373 5963 7096
As % of all permanent IT job vacancies advertised in the East of England 88.11% 87.70% 86.28%
Number of salaries quoted 4336 4996 5808
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

ETL
Salary Trend in the East of England

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

Salary trend for ETL in the East of England

ETL
Salary Histogram in the East of England

The salary distribution of IT jobs citing ETL in the East of England over the 3 months to 24 June 2017.

Salary histogram for ETL in the East of England

ETL
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the East of England region over the 3 months to 24 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
Hertfordshire +12 55 £45,000 -14.69% 3
Essex +22 33 £47,500 +18.75% 4
Bedfordshire +32 21 £55,000 +22.22% 3
Suffolk - 19 £40,000 - 2
Cambridgeshire -18 17 £42,750 +6.87%
Norfolk - 3 £32,500 - 1
ETL
England

For the 6 months to 24 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 East of England region with a requirement for ETL.

1 239 (83.28%) SQL
2 144 (50.17%) Business Intelligence
3 142 (49.48%) Oracle
4 132 (45.99%) SQL Server
4 132 (45.99%) Data Warehouse
5 117 (40.77%) SQL Server Integration Services
6 103 (35.89%) SQL Server Reporting Services
7 102 (35.54%) Oracle Database
8 98 (34.15%) PL/SQL
9 80 (27.87%) Agile Software Development
10 75 (26.13%) T-SQL
11 64 (22.30%) Relational Database
12 62 (21.60%) Finance
13 61 (21.25%) Analytical Skills
14 60 (20.91%) Microsoft
15 56 (19.51%) SQL Server Analysis Services
16 53 (18.47%) Analytics
16 53 (18.47%) Data Modelling
16 53 (18.47%) RDBMS
17 52 (18.12%) Linux
18 46 (16.03%) Performance Tuning
19 38 (13.24%) Tableau
20 37 (12.89%) SAP
21 35 (12.20%) Big Data
22 34 (11.85%) Degree
22 34 (11.85%) QlikView
22 34 (11.85%) BusinessObjects
23 33 (11.50%) .NET
24 32 (11.15%) Java
24 32 (11.15%) SQL Server 2008

ETL
Co-occurring IT Skills in the East of England 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 14 (4.88%) SAS
2 11 (3.83%) JBoss
3 8 (2.79%) Apache Spark
3 8 (2.79%) Oracle SOA Suite
4 4 (1.39%) SharePoint
4 4 (1.39%) Tomcat
4 4 (1.39%) WebLogic
5 3 (1.05%) Confluence
6 2 (0.70%) Apache Pig
Applications
1 22 (7.67%) Microsoft Excel
2 11 (3.83%) SPSS
3 10 (3.48%) MS Visio
4 5 (1.74%) Microsoft PowerPoint
Business Applications
1 20 (6.97%) Oracle EBS
2 13 (4.53%) iTrent
3 7 (2.44%) Oracle EBS R12
3 7 (2.44%) SAP R/3
4 4 (1.39%) BusinessWorks
4 4 (1.39%) Dynamics CRM
5 3 (1.05%) FastStats
5 3 (1.05%) Oracle Applications
6 2 (0.70%) Dynamics AX
7 1 (0.35%) SAP CO
7 1 (0.35%) SAP FI
7 1 (0.35%) SAP FI/CO
Cloud Services
1 15 (5.23%) Microsoft Azure
2 5 (1.74%) Google Cloud Platform
3 1 (0.35%) Amazon AWS
3 1 (0.35%) IaaS
3 1 (0.35%) SaaS
Communications & Networking
1 4 (1.39%) Intranet
2 3 (1.05%) Extranet
3 1 (0.35%) Unified Communications
Database & Business Intelligence
1 132 (45.99%) Data Warehouse
1 132 (45.99%) SQL Server
2 117 (40.77%) SQL Server Integration Services
3 103 (35.89%) SQL Server Reporting Services
4 102 (35.54%) Oracle Database
5 64 (22.30%) Relational Database
6 56 (19.51%) SQL Server Analysis Services
7 53 (18.47%) RDBMS
8 35 (12.20%) Big Data
9 34 (11.85%) BusinessObjects
9 34 (11.85%) QlikView
10 32 (11.15%) SQL Server 2008
11 31 (10.80%) Oracle ODI
12 29 (10.10%) Oracle BI EE
13 26 (9.06%) OLAP
14 24 (8.36%) Oracle Database 12c
15 22 (7.67%) SQL Server 2012
16 18 (6.27%) Hadoop
17 17 (5.92%) MySQL
18 16 (5.57%) Oracle Database 11g
Development Applications
1 9 (3.14%) SQL Server Management Studio (SSMS)
2 7 (2.44%) Oracle Forms
3 4 (1.39%) Jenkins
4 3 (1.05%) JIRA
4 3 (1.05%) Talend Open Studio
5 2 (0.70%) Oracle APEX
6 1 (0.35%) Visual Studio
General
1 62 (21.60%) Finance
2 9 (3.14%) Legal
2 9 (3.14%) Retail
3 8 (2.79%) Advertising
4 6 (2.09%) Banking
4 6 (2.09%) Marketing
5 5 (1.74%) Pharmaceutical
6 4 (1.39%) Law
7 2 (0.70%) Billing
8 1 (0.35%) Automotive
Job Titles
1 156 (54.36%) Developer
2 66 (23.00%) Oracle Developer
3 63 (21.95%) SQL Developer
4 42 (14.63%) Data Warehouse Developer
5 39 (13.59%) Business Intelligence Developer
6 38 (13.24%) Database Developer
6 38 (13.24%) DBA
6 38 (13.24%) Oracle Database Developer
7 37 (12.89%) ETL Developer
8 26 (9.06%) Analyst
9 24 (8.36%) SQL Database Developer
10 23 (8.01%) Oracle DBA
11 22 (7.67%) Oracle ETL Developer
11 22 (7.67%) SSIS Developer
12 21 (7.32%) Data Manager
13 20 (6.97%) Senior Developer
14 18 (6.27%) PL/SQL Developer
14 18 (6.27%) SQL BI Developer
15 17 (5.92%) Business Intelligence Analyst
16 16 (5.57%) Senior Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 33 (11.50%) .NET
2 16 (5.57%) MDX
3 9 (3.14%) REST
4 8 (2.79%) Web Services
5 7 (2.44%) EJB
5 7 (2.44%) JDBC
5 7 (2.44%) JPA
5 7 (2.44%) Oracle ADF
5 7 (2.44%) Servlets
5 7 (2.44%) SOAP
5 7 (2.44%) Spring
6 6 (2.09%) J2EE
7 3 (1.05%) Elastic Stack
8 2 (0.70%) CSS3
8 2 (0.70%) jQuery
8 2 (0.70%) Kafka
8 2 (0.70%) PySpark
8 2 (0.70%) SAP XI
8 2 (0.70%) Twitter Bootstrap
8 2 (0.70%) Visualforce
Miscellaneous
1 61 (21.25%) Analytical Skills
2 19 (6.62%) N-Tier
3 12 (4.18%) Enterprise Software
4 11 (3.83%) Computer Science
4 11 (3.83%) Foreign Exchange (FX)
5 9 (3.14%) Replication
6 7 (2.44%) Management Information System
7 5 (1.74%) Clustering
7 5 (1.74%) Virtual Team
8 3 (1.05%) Data Structures
8 3 (1.05%) Greenfield Project
9 1 (0.35%) Blog
9 1 (0.35%) NHS
Operating Systems
1 52 (18.12%) Linux
2 9 (3.14%) Unix
3 7 (2.44%) Windows
3 7 (2.44%) Windows Server
Processes & Methodologies
1 144 (50.17%) Business Intelligence
2 80 (27.87%) Agile Software Development
3 53 (18.47%) Analytics
3 53 (18.47%) Data Modelling
4 46 (16.03%) Performance Tuning
5 31 (10.80%) Data Analytics
6 30 (10.45%) Data Integration
6 30 (10.45%) ERP
7 28 (9.76%) Data Analysis
7 28 (9.76%) Project Management
8 27 (9.41%) Stakeholder Management
9 26 (9.06%) Visualisation
10 25 (8.71%) Change Management
11 23 (8.01%) Physical Data Model
12 20 (6.97%) Data Management
13 18 (6.27%) Migration
13 18 (6.27%) Waterfall
14 17 (5.92%) Data Architecture
14 17 (5.92%) Data Visualisation
14 17 (5.92%) Kimball Methodology
Programming Languages
1 239 (83.28%) SQL
2 98 (34.15%) PL/SQL
3 75 (26.13%) T-SQL
4 32 (11.15%) Java
5 27 (9.41%) Shell Script
6 26 (9.06%) C#
7 19 (6.62%) Python
8 18 (6.27%) VB.NET
9 7 (2.44%) R
9 7 (2.44%) VBScript
10 4 (1.39%) Data Analysis Expressions (DAX)
10 4 (1.39%) JavaScript
11 3 (1.05%) MATLAB
11 3 (1.05%) PowerShell
11 3 (1.05%) VBA
12 2 (0.70%) Apex Code
12 2 (0.70%) PHP
12 2 (0.70%) Scala
12 2 (0.70%) SOQL
13 1 (0.35%) Bash Shell
Qualifications
1 34 (11.85%) Degree
2 10 (3.48%) Microsoft Certification
3 6 (2.09%) OCP
3 6 (2.09%) Oracle Certification
4 3 (1.05%) MCSA
4 3 (1.05%) Security Cleared
5 2 (0.70%) CBAP
5 2 (0.70%) CCA
5 2 (0.70%) Citrix Certification
5 2 (0.70%) Computer Science Degree
5 2 (0.70%) ISEB
5 2 (0.70%) MCSD
6 1 (0.35%) ACCA
6 1 (0.35%) MCP
6 1 (0.35%) MCSE
6 1 (0.35%) SAP Certification
Quality Assurance & Compliance
1 11 (3.83%) Data Quality
2 6 (2.09%) QA
3 2 (0.70%) PCI DSS
3 2 (0.70%) SLA
4 1 (0.35%) GDPR
System Software
1 2 (0.70%) HDFS
Systems Management
1 13 (4.53%) Data Guard
2 11 (3.83%) Tivoli
3 7 (2.44%) Oozie
4 3 (1.05%) Opscode Chef
4 3 (1.05%) OSSEC
Vendors
1 142 (49.48%) Oracle
2 60 (20.91%) Microsoft
3 38 (13.24%) Tableau
4 37 (12.89%) SAP
5 20 (6.97%) Cognos
5 20 (6.97%) PeopleSoft
6 18 (6.27%) Teradata
7 14 (4.88%) Informatica
8 11 (3.83%) TIBCO
9 7 (2.44%) Hyperion
10 4 (1.39%) RedGate
11 3 (1.05%) Salesforce.com
11 3 (1.05%) Talend
11 3 (1.05%) VMware
12 2 (0.70%) Cloudera
12 2 (0.70%) Twitter
13 1 (0.35%) Computacenter
13 1 (0.35%) Hortonworks
13 1 (0.35%) Jedox
13 1 (0.35%) Splunk
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