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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 104 123 76
Rank change year-on-year
+19 -47
Permanent jobs citing ETL 32 29 73
As % of all permanent IT jobs located in Reading 1.69% 1.20% 3.03%
As % of the Processes & Methodologies category 1.92% 1.43% 3.74%
Number of salaries quoted 22 23 64
Median salary £45,000 £55,000 £53,750
Median salary % change year-on-year
-18.18% +2.32%
90% offered a salary of more than £33,000 £48,000 £38,250
10% offered a salary of more than £59,500 £74,000 £70,000
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
1670 2033 1950
As % of all permanent IT jobs located in Reading 88.08% 84.46% 80.81%
Number of salaries quoted 1362 1328 1437
Median salary £50,000 £52,500 £49,000
Median salary % change year-on-year
-4.76% +7.14%
90% offered a salary of more than £35,000 £35,000 £34,500
10% offered a salary of more than £67,500 £70,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 5 May 2016.

ETL Salary Histogram in Reading

ETL
Top 30 Related IT Skills in Reading

For the 6 months to 5 May 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 89 (77.39%) SQL
2 69 (60.00%) SQL Server
3 65 (56.52%) Business Intelligence
4 64 (55.65%) Data Warehouse
5 37 (32.17%) Oracle
6 34 (29.57%) Data Modelling
7 32 (27.83%) SQL Server Integration Services
8 30 (26.09%) Finance
8 30 (26.09%) Microsoft
9 26 (22.61%) T-SQL
10 25 (21.74%) Degree
11 22 (19.13%) Analytical Skills
12 21 (18.26%) Migration
13 20 (17.39%) Big Data
14 19 (16.52%) Stakeholder Management
14 19 (16.52%) TOGAF
15 18 (15.65%) Telecoms
15 18 (15.65%) DataStage
15 18 (15.65%) BusinessObjects
16 17 (14.78%) MS Excel
16 17 (14.78%) Agile Software Development
16 17 (14.78%) SQL Server Reporting Services
16 17 (14.78%) Relational Database
17 15 (13.04%) Data Management
17 15 (13.04%) Python
17 15 (13.04%) PL/SQL
18 13 (11.30%) Banking
18 13 (11.30%) Data Analysis
18 13 (11.30%) Data Migration
18 13 (11.30%) Data Extraction

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 4 (3.48%) Apache Pig
1 4 (3.48%) Apache Spark
1 4 (3.48%) Elasticsearch
2 1 (0.87%) IIS
2 1 (0.87%) SharePoint
2 1 (0.87%) WebSphere
Applications
1 17 (14.78%) MS Excel
Cloud Services
1 2 (1.74%) Microsoft Azure
2 1 (0.87%) SaaS
Communications & Networking
1 1 (0.87%) DNS
1 1 (0.87%) FTP
1 1 (0.87%) NFC
1 1 (0.87%) RFID
Database & Business Intelligence
1 69 (60.00%) SQL Server
2 64 (55.65%) Data Warehouse
3 32 (27.83%) SQL Server Integration Services
4 20 (17.39%) Big Data
5 18 (15.65%) BusinessObjects
5 18 (15.65%) DataStage
6 17 (14.78%) Relational Database
6 17 (14.78%) SQL Server Reporting Services
7 11 (9.57%) MySQL
7 11 (9.57%) Oracle Database
7 11 (9.57%) RDBMS
7 11 (9.57%) SQL Server Analysis Services
8 10 (8.70%) SQL Server 2012
9 9 (7.83%) Data Mining
9 9 (7.83%) Star Schema
10 7 (6.09%) SQL Server 2008
11 6 (5.22%) IBM InfoSphere
11 6 (5.22%) NoSQL
11 6 (5.22%) Oracle ODI
11 6 (5.22%) QualityStage
Development Applications
1 11 (9.57%) Toad
2 9 (7.83%) Team Foundation Server
2 9 (7.83%) Visual Studio
3 4 (3.48%) JIRA
4 2 (1.74%) Talend Open Studio
General
1 30 (26.09%) Finance
2 18 (15.65%) Telecoms
3 13 (11.30%) Banking
4 12 (10.43%) Automotive
5 8 (6.96%) Retail
6 6 (5.22%) Pharmaceutical
7 1 (0.87%) Games
7 1 (0.87%) Legal
Job Titles
1 56 (48.70%) Developer
2 34 (29.57%) ETL Developer
3 21 (18.26%) SSIS Developer
4 16 (13.91%) Business Intelligence Developer
4 16 (13.91%) SQL Developer
5 14 (12.17%) Data Warehouse Developer
6 13 (11.30%) Analyst
6 13 (11.30%) Architect
7 12 (10.43%) Business Intelligence Architect
7 12 (10.43%) Data Warehouse Architect
7 12 (10.43%) PL/SQL Developer
8 11 (9.57%) Business Developer
8 11 (9.57%) Database Engineer
8 11 (9.57%) Graduate
9 10 (8.70%) Data Analyst
9 10 (8.70%) DBA
9 10 (8.70%) MIS Developer
9 10 (8.70%) Oracle Developer
9 10 (8.70%) Oracle ETL Developer
10 8 (6.96%) Administrator
Libraries, Frameworks & Software Standards
1 8 (6.96%) Middleware
2 6 (5.22%) Oracle Fusion
2 6 (5.22%) Oracle GoldenGate
3 4 (3.48%) J2EE
3 4 (3.48%) Kafka
3 4 (3.48%) MDX
4 2 (1.74%) .NET
4 2 (1.74%) XML
5 1 (0.87%) FIX Protocol
5 1 (0.87%) Web Services
Miscellaneous
1 22 (19.13%) Analytical Skills
2 13 (11.30%) Data Extraction
3 10 (8.70%) Management Information System
4 8 (6.96%) Data Integration
5 6 (5.22%) Clustering
5 6 (5.22%) Data Structures
5 6 (5.22%) Mobile App
5 6 (5.22%) Replication
5 6 (5.22%) SCADA
5 6 (5.22%) Smart Meter
6 4 (3.48%) Statistics
7 2 (1.74%) NHS
7 2 (1.74%) Visualisation
8 1 (0.87%) Computer Science
8 1 (0.87%) Fintech
Operating Systems
1 4 (3.48%) Unix
1 4 (3.48%) Windows
2 1 (0.87%) Linux
Processes & Methodologies
1 65 (56.52%) Business Intelligence
2 34 (29.57%) Data Modelling
3 21 (18.26%) Migration
4 19 (16.52%) Stakeholder Management
4 19 (16.52%) TOGAF
5 17 (14.78%) Agile Software Development
6 15 (13.04%) Data Management
7 13 (11.30%) Data Analysis
7 13 (11.30%) Data Migration
8 12 (10.43%) Analytics
8 12 (10.43%) Business Development
8 12 (10.43%) Data Analytics
8 12 (10.43%) ITIL
8 12 (10.43%) Kimball Methodology
8 12 (10.43%) Zachman Framework
9 7 (6.09%) Data Governance
9 7 (6.09%) Service Delivery
9 7 (6.09%) SOA
10 6 (5.22%) Data Transformation
10 6 (5.22%) Information Management
Programming Languages
1 89 (77.39%) SQL
2 26 (22.61%) T-SQL
3 15 (13.04%) PL/SQL
3 15 (13.04%) Python
4 10 (8.70%) C#
4 10 (8.70%) Java
5 6 (5.22%) R
6 4 (3.48%) Shell Script
7 3 (2.61%) Go
8 2 (1.74%) C++
8 2 (1.74%) JavaScript
9 1 (0.87%) Data Analysis Expressions (DAX)
9 1 (0.87%) VB.NET
9 1 (0.87%) VBA
Qualifications
1 25 (21.74%) Degree
2 12 (10.43%) ISEB
3 8 (6.96%) Security Cleared
4 2 (1.74%) SC Cleared
Quality Assurance & Compliance
1 9 (7.83%) Data Quality
2 1 (0.87%) SLA
System Software
1 4 (3.48%) HDFS
2 1 (0.87%) Active Directory
Systems Management
1 4 (3.48%) Hadoop YARN
2 1 (0.87%) MOM
2 1 (0.87%) SCCM
Vendors
1 37 (32.17%) Oracle
2 30 (26.09%) Microsoft
3 12 (10.43%) Cognos
4 11 (9.57%) Sybase
5 10 (8.70%) SAP
6 7 (6.09%) Casewise
7 6 (5.22%) ESRI
8 4 (3.48%) Informatica
9 2 (1.74%) Citrix
9 2 (1.74%) HP
9 2 (1.74%) IBM
9 2 (1.74%) MicroStrategy
9 2 (1.74%) Talend
9 2 (1.74%) Trillium
10 1 (0.87%) BMC
10 1 (0.87%) ServiceNow
Reading, Berkshire
Lawrence Harvey Enterprise
Salary: £5500.00 - £60000.00 per annum + Bonus and benefits
Posted: Yesterday
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 8 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 16 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 20 days ago