Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for DataStage skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DataStage over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

IBM InfoSphere DataStage
UK > England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1033 1032 1073
Rank change year-on-year -1 +41 -123
Permanent jobs citing DataStage 130 175 218
As % of all permanent IT jobs advertised in England 0.077% 0.098% 0.11%
As % of the Database & Business Intelligence category 0.26% 0.33% 0.34%
Number of salaries quoted 74 129 126
England median annual salary £52,500 £55,000 £54,439
Median salary % change year-on-year -4.55% +1.03% -1.02%
10th Percentile £31,250 £37,500 £31,250
90th Percentile £62,500 £72,500 £83,750
UK median annual salary £48,500 £53,750 £50,500
% change year-on-year -9.77% +6.44% -3.81%

DataStage is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50907 52874 65019
As % of all permanent IT jobs advertised in England 30.16% 29.61% 31.60%
Number of salaries quoted 42290 45640 55287
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

DataStage
Job Vacancy Trend in England

Job postings citing DataStage as a percentage of all IT jobs advertised in England.

Job vacancy trend for DataStage in England

DataStage
Salary Trend in England

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

Salary trend for DataStage in England

DataStage
Salary Histogram in England

The salary distribution of IT jobs citing DataStage in England over the 6 months to 24 November 2017.

Salary histogram for DataStage in England

DataStage
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DataStage within the England region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South East +29 35 £52,500 -4.55% 1
London -16 28 £60,000 - 1
North of England +9 27 £55,000 +37.50% 2
Midlands +37 25 £32,500 -19.75%
West Midlands +20 22 £32,500 -19.75%
Yorkshire +37 17 £55,000 +37.50% 1
South West +20 8 £43,750 -20.45%
North West -42 4 £51,250 +28.13% 1
East Midlands +33 3 £30,000 -16.67%
DataStage
UK

For the 6 months to 24 November 2017, IT jobs citing DataStage 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 England region with a requirement for DataStage.

1 115 (88.46%) ETL
2 75 (57.69%) IBM
3 73 (56.15%) Data Warehouse
4 72 (55.38%) Oracle
5 67 (51.54%) SQL
6 63 (48.46%) Business Intelligence
7 59 (45.38%) Analytics
8 56 (43.08%) Informatica
9 55 (42.31%) Cognos
10 53 (40.77%) Data Modelling
11 44 (33.85%) SQL Server
12 41 (31.54%) Big Data
13 40 (30.77%) IBM InfoSphere
14 38 (29.23%) SAP
14 38 (29.23%) Migration
14 38 (29.23%) Data Migration
15 36 (27.69%) Coaching
16 33 (25.38%) Agile Software Development
17 32 (24.62%) Linux
18 31 (23.85%) SQL Server Integration Services
19 30 (23.08%) BusinessObjects
20 29 (22.31%) Data Management
20 29 (22.31%) SAP Data Services
21 28 (21.54%) Data Integration
21 28 (21.54%) QA
22 26 (20.00%) Netezza
23 25 (19.23%) Dimensional Modelling
24 24 (18.46%) Risk Management
24 24 (18.46%) Legal
25 22 (16.92%) Project Management

DataStage
Co-occurring IT Skills in 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 13 (10.00%) WebLogic
1 13 (10.00%) WebSphere
2 12 (9.23%) JBoss
2 12 (9.23%) Tomcat
3 6 (4.62%) SAS
4 5 (3.85%) Confluence
5 2 (1.54%) Apache Pig
5 2 (1.54%) Apache Spark
5 2 (1.54%) IIS
5 2 (1.54%) SharePoint
6 1 (0.77%) Oracle SOA Suite
6 1 (0.77%) WebSphere Application Server
Applications
1 14 (10.77%) SPSS
2 3 (2.31%) Microsoft Excel
3 1 (0.77%) MS Visio
3 1 (0.77%) Spreadsheet
Business Applications
1 3 (2.31%) Cognos Business Intelligence
2 2 (1.54%) Cognos TM1
2 2 (1.54%) Oracle Procure-to-Pay
3 1 (0.77%) SAP Hybris
Cloud Services
1 14 (10.77%) Azure Data Factory
1 14 (10.77%) Azure Machine Learning
1 14 (10.77%) Microsoft Azure
2 5 (3.85%) GitHub
3 1 (0.77%) Amazon AWS
3 1 (0.77%) Amazon EMR
3 1 (0.77%) Amazon Kinesis
3 1 (0.77%) AWS Lambda
3 1 (0.77%) Salesforce Sales Cloud
3 1 (0.77%) Serverless
Communications & Networking
1 13 (10.00%) HTTP
2 12 (9.23%) LDAP
2 12 (9.23%) SSL
3 2 (1.54%) Kerberos
4 1 (0.77%) FTP
Database & Business Intelligence
1 73 (56.15%) Data Warehouse
2 44 (33.85%) SQL Server
3 41 (31.54%) Big Data
4 40 (30.77%) IBM InfoSphere
5 31 (23.85%) SQL Server Integration Services
6 30 (23.08%) BusinessObjects
7 29 (22.31%) SAP Data Services
8 21 (16.15%) Hadoop
8 21 (16.15%) Relational Database
9 14 (10.77%) Cognos Report Studio
9 14 (10.77%) Power BI
10 12 (9.23%) DecisionStream
10 12 (9.23%) LucidDB
10 12 (9.23%) MySQL
10 12 (9.23%) PostgreSQL
11 11 (8.46%) DB2
12 10 (7.69%) QlikView
13 7 (5.38%) Cognos Framework Manager
14 6 (4.62%) Enterprise Data Warehouse
14 6 (4.62%) Qlik Sense
Development Applications
1 18 (13.85%) Talend Open Studio
2 9 (6.92%) ERwin
3 5 (3.85%) Bitbucket
3 5 (3.85%) JIRA
4 2 (1.54%) SQL Server Management Studio (SSMS)
4 2 (1.54%) Visual Studio
5 1 (0.77%) LoadRunner
5 1 (0.77%) Toad
General
1 24 (18.46%) Legal
2 17 (13.08%) Finance
3 7 (5.38%) Retail
4 4 (3.08%) Banking
5 3 (2.31%) Back Office
6 2 (1.54%) Manufacturing
6 2 (1.54%) Pharmaceutical
7 1 (0.77%) Marketing
Job Titles
1 37 (28.46%) Consultant
2 28 (21.54%) Developer
3 21 (16.15%) Data Manager
3 21 (16.15%) SAP Data Manager
3 21 (16.15%) SAP Manager
4 17 (13.08%) Senior Consultant
5 16 (12.31%) Data Migration Lead
5 16 (12.31%) Data Migration Manager
5 16 (12.31%) ETL Consultant
5 16 (12.31%) Migration Manager
5 16 (12.31%) SAP Data Migration Lead
5 16 (12.31%) SAP Data Migration Manager
6 14 (10.77%) Architect
6 14 (10.77%) Data Consultant
7 13 (10.00%) Data Warehouse Consultant
8 12 (9.23%) Applications Consultant
8 12 (9.23%) Data Integration Consultant
8 12 (9.23%) Database Consultant
8 12 (9.23%) Integration Consultant
8 12 (9.23%) Software Consultant
Libraries, Frameworks & Software Standards
1 16 (12.31%) XML
2 14 (10.77%) Spring
3 12 (9.23%) HTML
3 12 (9.23%) JSP
3 12 (9.23%) MDX
3 12 (9.23%) Spring Security
3 12 (9.23%) Web Services
3 12 (9.23%) XSLT
4 7 (5.38%) Oracle GoldenGate
5 2 (1.54%) Kafka
6 1 (0.77%) BAPI
6 1 (0.77%) Hibernate
6 1 (0.77%) IDoc
6 1 (0.77%) J2EE
6 1 (0.77%) JMS
6 1 (0.77%) SAML
6 1 (0.77%) SOAP
6 1 (0.77%) Swagger
6 1 (0.77%) WSDL
6 1 (0.77%) XSL
Miscellaneous
1 12 (9.23%) Enterprise Software
2 11 (8.46%) Analytical Skills
3 4 (3.08%) Management Information System
4 1 (0.77%) Data Structures
4 1 (0.77%) DataPower
4 1 (0.77%) Market Risk
Operating Systems
1 32 (24.62%) Linux
2 14 (10.77%) Windows
3 12 (9.23%) Solaris
4 3 (2.31%) Unix
Processes & Methodologies
1 115 (88.46%) ETL
2 63 (48.46%) Business Intelligence
3 59 (45.38%) Analytics
4 53 (40.77%) Data Modelling
5 38 (29.23%) Data Migration
5 38 (29.23%) Migration
6 36 (27.69%) Coaching
7 33 (25.38%) Agile Software Development
8 29 (22.31%) Data Management
9 28 (21.54%) Data Integration
10 25 (19.23%) Dimensional Modelling
11 24 (18.46%) Risk Management
12 22 (16.92%) Data Cleansing
12 22 (16.92%) Project Management
13 21 (16.15%) Business Development
13 21 (16.15%) Business Transformation
13 21 (16.15%) Risk Identification and Mitigation
14 18 (13.85%) Performance Tuning
15 16 (12.31%) Visualisation
16 15 (11.54%) Mentoring
Programming Languages
1 67 (51.54%) SQL
2 19 (14.62%) Java
3 16 (12.31%) Bash Shell
4 15 (11.54%) Shell Script
5 13 (10.00%) JavaScript
6 8 (6.15%) Python
7 6 (4.62%) PL/SQL
8 5 (3.85%) R
9 1 (0.77%) ABAP
9 1 (0.77%) C#
9 1 (0.77%) C++
9 1 (0.77%) SAS Macro
9 1 (0.77%) Scala
9 1 (0.77%) VBA
Qualifications
1 4 (3.08%) Degree
2 2 (1.54%) ACCA
2 2 (1.54%) CIMA
3 1 (0.77%) CITP
3 1 (0.77%) SC Cleared
3 1 (0.77%) Security Cleared
Quality Assurance & Compliance
1 28 (21.54%) QA
2 21 (16.15%) Data Quality
3 4 (3.08%) GDPR
System Software
1 12 (9.23%) Active Directory
2 1 (0.77%) Apache Flume
2 1 (0.77%) Cronacle
2 1 (0.77%) HDFS
Systems Management
1 1 (0.77%) Control-M
1 1 (0.77%) Hadoop YARN
1 1 (0.77%) Oozie
1 1 (0.77%) OpenSSO
1 1 (0.77%) Tivoli
Vendors
1 75 (57.69%) IBM
2 72 (55.38%) Oracle
3 56 (43.08%) Informatica
4 55 (42.31%) Cognos
5 38 (29.23%) SAP
6 26 (20.00%) Netezza
7 18 (13.85%) Microsoft
7 18 (13.85%) Tableau
7 18 (13.85%) Talend
7 18 (13.85%) Teradata
8 14 (10.77%) Vertica
9 13 (10.00%) Intel
10 12 (9.23%) Jaspersoft
10 12 (9.23%) MicroStrategy
10 12 (9.23%) TIBCO
11 7 (5.38%) CA
11 7 (5.38%) Capita
12 5 (3.85%) Ab Initio
12 5 (3.85%) MapR
13 3 (2.31%) Cloudera