The table below looks at the statistics for ETL skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 123 111 87
Rank change year-on-year
-12 -24
Permanent jobs citing ETL 7 34 55
As % of all permanent IT jobs located in Reading 0.42% 1.53% 2.19%
As % of the Processes & Methodologies category 0.47% 1.83% 2.63%
Number of salaries quoted 7 26 42
Median salary £47,500 £50,000 £55,000
Median salary % change year-on-year
-5.00% -9.09%
90% offered a salary of more than £40,500 £39,250 £40,000
10% offered a salary of more than £62,000 £68,750 £74,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Berkshire

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

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1477 1856 2092
As % of all permanent IT jobs located in Reading 88.23% 83.75% 83.15%
Number of salaries quoted 1106 1459 1421
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £35,000 £35,000 £33,500
10% offered a salary of more than £70,000 £80,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Reading

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

ETL Jobs Demand Trend in Reading

ETL
Salary Trend in Reading

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

ETL Salary Trend in Reading

ETL
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing ETL across the Reading region over the 3 months to 24 September 2016.

ETL Salary Histogram in Reading

ETL
Top 30 Related IT Skills in Reading

For the 6 months to 24 September 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 Reading region with a requirement for ETL.

1 24 (61.54%) Oracle
2 21 (53.85%) ITIL
3 19 (48.72%) SQL
4 17 (43.59%) TOGAF
5 16 (41.03%) Data Integration
5 16 (41.03%) SOA
5 16 (41.03%) Data Warehouse
5 16 (41.03%) Middleware
6 15 (38.46%) SQL Server
6 15 (38.46%) Data Governance
6 15 (38.46%) Data Quality
6 15 (38.46%) Casewise
6 15 (38.46%) Stakeholder Management
7 14 (35.90%) Oracle ODI
7 14 (35.90%) Oracle GoldenGate
7 14 (35.90%) Oracle Fusion
8 9 (23.08%) Degree
8 9 (23.08%) Business Intelligence
9 8 (20.51%) Service Delivery
9 8 (20.51%) Banking
10 7 (17.95%) SQL Server Integration Services
10 7 (17.95%) SQL Server Reporting Services
10 7 (17.95%) Big Data
10 7 (17.95%) Relational Database
11 6 (15.38%) Data Management
11 6 (15.38%) Finance
12 5 (12.82%) Shell Script
12 5 (12.82%) Informatica
12 5 (12.82%) PowerCenter
12 5 (12.82%) Unix

ETL
Top Related IT Skills in Reading 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 5 (12.82%) Apache Pig
1 5 (12.82%) Apache Spark
1 5 (12.82%) Elasticsearch
2 4 (10.26%) SAS
3 2 (5.13%) SharePoint
4 1 (2.56%) IIS
4 1 (2.56%) WebSphere
Applications
1 5 (12.82%) MS Excel
Cloud Services
1 2 (5.13%) SaaS
Communications & Networking
1 1 (2.56%) DNS
1 1 (2.56%) FTP
Database & Business Intelligence
1 16 (41.03%) Data Warehouse
2 15 (38.46%) SQL Server
3 14 (35.90%) Oracle ODI
4 7 (17.95%) Big Data
4 7 (17.95%) Relational Database
4 7 (17.95%) SQL Server Integration Services
4 7 (17.95%) SQL Server Reporting Services
5 5 (12.82%) Apache Hive
5 5 (12.82%) Hadoop
5 5 (12.82%) HBase
5 5 (12.82%) Oracle Database
5 5 (12.82%) Oracle Database 11g
5 5 (12.82%) PowerCenter
5 5 (12.82%) Sqoop
6 3 (7.69%) Base SAS
6 3 (7.69%) BusinessObjects
6 3 (7.69%) SQL Server 2012
6 3 (7.69%) SQL Server 2014
6 3 (7.69%) SQL Server Analysis Services
7 2 (5.13%) SQL Server 2008
Development Applications
1 5 (12.82%) JIRA
General
1 8 (20.51%) Banking
2 6 (15.38%) Finance
3 2 (5.13%) Retail
3 2 (5.13%) Telecoms
4 1 (2.56%) Automotive
4 1 (2.56%) Legal
Job Titles
1 15 (38.46%) Data Integration Manager
1 15 (38.46%) Data Manager
1 15 (38.46%) Integration Manager
2 8 (20.51%) Developer
3 6 (15.38%) SQL Developer
4 5 (12.82%) Big Data Engineer
4 5 (12.82%) Data Engineer
4 5 (12.82%) Hadoop Engineer
4 5 (12.82%) Software Engineer
5 4 (10.26%) Architect
6 3 (7.69%) Business Intelligence Developer
7 2 (5.13%) Administrator
7 2 (5.13%) Business Intelligence Architect
7 2 (5.13%) Data Warehouse Architect
7 2 (5.13%) DBA
7 2 (5.13%) Senior DBA
7 2 (5.13%) Senior SQL DBA
7 2 (5.13%) SQL BI Developer
7 2 (5.13%) SQL DBA
8 1 (2.56%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 16 (41.03%) Middleware
2 14 (35.90%) Oracle Fusion
2 14 (35.90%) Oracle GoldenGate
3 5 (12.82%) J2EE
3 5 (12.82%) Kafka
4 2 (5.13%) .NET
4 2 (5.13%) MDX
4 2 (5.13%) XML
5 1 (2.56%) FIX Protocol
5 1 (2.56%) Web Services
Miscellaneous
1 16 (41.03%) Data Integration
2 3 (7.69%) Analytical Skills
3 1 (2.56%) Computer Science
3 1 (2.56%) Fintech
3 1 (2.56%) NHS
Operating Systems
1 5 (12.82%) Unix
2 3 (7.69%) Windows
3 2 (5.13%) Linux
Processes & Methodologies
1 21 (53.85%) ITIL
2 17 (43.59%) TOGAF
3 16 (41.03%) SOA
4 15 (38.46%) Data Governance
4 15 (38.46%) Stakeholder Management
5 9 (23.08%) Business Intelligence
6 8 (20.51%) Service Delivery
7 6 (15.38%) Data Management
8 5 (12.82%) Agile Software Development
8 5 (12.82%) Requirements Analysis
8 5 (12.82%) Scrum
8 5 (12.82%) Software Engineering
9 4 (10.26%) Performance Tuning
10 3 (7.69%) Change Data Capture
10 3 (7.69%) Data Lineage
10 3 (7.69%) Master Data Management
10 3 (7.69%) Service Design
10 3 (7.69%) Software Delivery
11 2 (5.13%) Data Architecture
11 2 (5.13%) Kimball Methodology
Programming Languages
1 19 (48.72%) SQL
2 5 (12.82%) Java
2 5 (12.82%) Shell Script
3 4 (10.26%) C#
4 3 (7.69%) T-SQL
5 2 (5.13%) C++
5 2 (5.13%) JavaScript
5 2 (5.13%) VB.NET
6 1 (2.56%) PL/SQL
6 1 (2.56%) VBA
Qualifications
1 9 (23.08%) Degree
2 2 (5.13%) ISEB
Quality Assurance & Compliance
1 15 (38.46%) Data Quality
System Software
1 5 (12.82%) HDFS
2 1 (2.56%) Active Directory
Systems Management
1 5 (12.82%) Hadoop YARN
2 2 (5.13%) SCCM
3 1 (2.56%) MOM
Vendors
1 24 (61.54%) Oracle
2 15 (38.46%) Casewise
3 5 (12.82%) Informatica
4 3 (7.69%) Citrix
4 3 (7.69%) HP
4 3 (7.69%) IBM
5 2 (5.13%) Cognos
6 1 (2.56%) BMC
6 1 (2.56%) SAP
6 1 (2.56%) ServiceNow
6 1 (2.56%) Sybase
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