Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies 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 23 November 2017 with a comparison to the same period in the previous 2 years.

IBM InfoSphere DataStage
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1051 1050 1069
Rank change year-on-year -1 +19 -125
Permanent jobs citing DataStage 138 187 227
As % of all permanent IT jobs advertised in the UK 0.077% 0.099% 0.10%
As % of the Database & Business Intelligence category 0.25% 0.33% 0.33%
Number of salaries quoted 77 131 133
UK median annual salary £48,500 £52,500 £50,500
Median salary % change year-on-year -7.62% +3.96% -3.81%
10th Percentile £31,250 £37,500 £31,250
90th Percentile £62,500 £72,500 £83,600
UK excluding London median annual salary £45,000 £49,000 £50,000
% change year-on-year -8.16% -2.00% +13.64%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54470 56272 68544
As % of all permanent IT jobs advertised in the UK 30.24% 29.65% 31.52%
Number of salaries quoted 44832 48097 57738
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

DataStage
Job Vacancy Trend

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

Job vacancy trend for DataStage in the UK

DataStage
Salary Trend

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

Salary trend for DataStage in the UK

DataStage
Salary Histogram

The salary distribution of IT jobs citing DataStage over the 6 months to 23 November 2017.

Salary histogram for DataStage in the UK

DataStage
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DataStage within the UK over the 6 months to 23 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
England -5 132 £52,500 - 5
UK excluding London +5 101 £45,000 -8.16% 4
South East +6 35 £52,500 -4.55% 1
London -7 30 £60,000 +11.63% 2
North of England +2 27 £55,000 +37.50% 2
Midlands +28 25 £32,500 -19.75%
West Midlands +18 22 £32,500 -19.75%
Yorkshire +41 17 £55,000 +37.50% 1
South West +8 8 £43,750 -20.45%
Scotland -16 5 £33,750 -34.15% 1
North West -39 4 £51,250 +28.13% 1
East Midlands +34 3 £30,000 -16.67%
Northern Ireland - 1 £45,000 -

For the 6 months to 23 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 with a requirement for DataStage.

1 123 (89.13%) ETL
2 83 (60.14%) IBM
3 77 (55.80%) Data Warehouse
4 76 (55.07%) Oracle
5 70 (50.72%) SQL
5 70 (50.72%) Business Intelligence
6 67 (48.55%) Analytics
7 62 (44.93%) Cognos
8 57 (41.30%) Informatica
9 53 (38.41%) Data Modelling
10 48 (34.78%) SQL Server
11 45 (32.61%) Big Data
12 43 (31.16%) IBM InfoSphere
13 38 (27.54%) Migration
13 38 (27.54%) SAP
13 38 (27.54%) Data Migration
14 36 (26.09%) Agile Software Development
14 36 (26.09%) Coaching
15 33 (23.91%) SQL Server Integration Services
16 32 (23.19%) Linux
17 31 (22.46%) Data Integration
18 30 (21.74%) Data Management
18 30 (21.74%) BusinessObjects
19 29 (21.01%) Netezza
19 29 (21.01%) QA
19 29 (21.01%) SAP Data Services
20 25 (18.12%) Dimensional Modelling
20 25 (18.12%) Data Quality
21 24 (17.39%) Risk Management
21 24 (17.39%) Legal

DataStage
Co-occurring IT Skills 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 (9.42%) WebLogic
1 13 (9.42%) WebSphere
2 12 (8.70%) JBoss
2 12 (8.70%) Tomcat
3 6 (4.35%) SAS
4 5 (3.62%) Confluence
5 2 (1.45%) Apache Pig
5 2 (1.45%) Apache Spark
5 2 (1.45%) IIS
5 2 (1.45%) SharePoint
6 1 (0.72%) Oracle SOA Suite
6 1 (0.72%) WebSphere Application Server
Applications
1 14 (10.14%) SPSS
2 3 (2.17%) Microsoft Excel
3 1 (0.72%) MS Visio
3 1 (0.72%) Spreadsheet
Business Applications
1 4 (2.90%) Cognos Business Intelligence
2 3 (2.17%) Cognos TM1
3 2 (1.45%) Oracle Procure-to-Pay
4 1 (0.72%) SAP Hybris
Cloud Services
1 14 (10.14%) Azure Data Factory
1 14 (10.14%) Azure Machine Learning
1 14 (10.14%) Microsoft Azure
2 5 (3.62%) GitHub
3 1 (0.72%) Amazon AWS
3 1 (0.72%) Amazon EMR
3 1 (0.72%) Amazon Kinesis
3 1 (0.72%) AWS Lambda
3 1 (0.72%) Salesforce Sales Cloud
3 1 (0.72%) Serverless
Communications & Networking
1 13 (9.42%) HTTP
2 12 (8.70%) LDAP
2 12 (8.70%) SSL
3 2 (1.45%) Kerberos
4 1 (0.72%) FTP
Database & Business Intelligence
1 77 (55.80%) Data Warehouse
2 48 (34.78%) SQL Server
3 45 (32.61%) Big Data
4 43 (31.16%) IBM InfoSphere
5 33 (23.91%) SQL Server Integration Services
6 30 (21.74%) BusinessObjects
7 29 (21.01%) SAP Data Services
8 22 (15.94%) Hadoop
9 21 (15.22%) Relational Database
10 17 (12.32%) Cognos Report Studio
11 15 (10.87%) DB2
11 15 (10.87%) DecisionStream
12 14 (10.14%) Power BI
13 12 (8.70%) LucidDB
13 12 (8.70%) MySQL
13 12 (8.70%) PostgreSQL
14 10 (7.25%) QlikView
15 9 (6.52%) Cognos Framework Manager
16 6 (4.35%) Enterprise Data Warehouse
16 6 (4.35%) Qlik Sense
Development Applications
1 18 (13.04%) Talend Open Studio
2 9 (6.52%) ERwin
3 5 (3.62%) Bitbucket
3 5 (3.62%) JIRA
4 2 (1.45%) SQL Server Management Studio (SSMS)
4 2 (1.45%) Visual Studio
5 1 (0.72%) LoadRunner
5 1 (0.72%) Toad
General
1 24 (17.39%) Legal
2 19 (13.77%) Finance
3 7 (5.07%) Retail
4 4 (2.90%) Banking
5 3 (2.17%) Back Office
6 2 (1.45%) Manufacturing
6 2 (1.45%) Pharmaceutical
7 1 (0.72%) Local Government
7 1 (0.72%) Marketing
Job Titles
1 43 (31.16%) Consultant
2 31 (22.46%) Developer
3 21 (15.22%) Data Manager
3 21 (15.22%) SAP Data Manager
3 21 (15.22%) SAP Manager
4 19 (13.77%) ETL Consultant
5 17 (12.32%) Senior Consultant
6 16 (11.59%) Data Migration Lead
6 16 (11.59%) Data Migration Manager
6 16 (11.59%) Data Warehouse Consultant
6 16 (11.59%) Migration Manager
6 16 (11.59%) SAP Data Migration Lead
6 16 (11.59%) SAP Data Migration Manager
7 15 (10.87%) Analytics Consultant
7 15 (10.87%) Architect
8 14 (10.14%) Data Consultant
9 13 (9.42%) Data Analytics Consultant
10 12 (8.70%) Big Data Consultant
10 12 (8.70%) Senior Database Consultant
10 12 (8.70%) Software Consultant
Libraries, Frameworks & Software Standards
1 16 (11.59%) XML
2 14 (10.14%) Spring
3 12 (8.70%) HTML
3 12 (8.70%) JSP
3 12 (8.70%) MDX
3 12 (8.70%) Spring Security
3 12 (8.70%) Web Services
3 12 (8.70%) XSLT
4 7 (5.07%) Oracle GoldenGate
5 2 (1.45%) Kafka
6 1 (0.72%) BAPI
6 1 (0.72%) CSS
6 1 (0.72%) Hibernate
6 1 (0.72%) IDoc
6 1 (0.72%) J2EE
6 1 (0.72%) JMS
6 1 (0.72%) SOAP
6 1 (0.72%) Swagger
6 1 (0.72%) WSDL
6 1 (0.72%) XSL
Miscellaneous
1 12 (8.70%) Enterprise Software
2 11 (7.97%) Analytical Skills
3 4 (2.90%) Management Information System
4 1 (0.72%) Data Structures
4 1 (0.72%) DataPower
4 1 (0.72%) Driving Licence
4 1 (0.72%) Market Risk
Operating Systems
1 32 (23.19%) Linux
2 14 (10.14%) Windows
3 12 (8.70%) Solaris
4 3 (2.17%) Unix
Processes & Methodologies
1 123 (89.13%) ETL
2 70 (50.72%) Business Intelligence
3 67 (48.55%) Analytics
4 53 (38.41%) Data Modelling
5 38 (27.54%) Data Migration
5 38 (27.54%) Migration
6 36 (26.09%) Agile Software Development
6 36 (26.09%) Coaching
7 31 (22.46%) Data Integration
8 30 (21.74%) Data Management
9 25 (18.12%) Dimensional Modelling
10 24 (17.39%) Risk Management
11 22 (15.94%) Data Cleansing
11 22 (15.94%) Project Management
12 21 (15.22%) Business Development
12 21 (15.22%) Business Transformation
12 21 (15.22%) Risk Identification and Mitigation
13 18 (13.04%) Performance Tuning
14 16 (11.59%) Information Management
14 16 (11.59%) Visualisation
Programming Languages
1 70 (50.72%) SQL
2 22 (15.94%) Java
3 16 (11.59%) Bash Shell
4 15 (10.87%) Shell Script
5 13 (9.42%) JavaScript
6 8 (5.80%) Python
7 6 (4.35%) PL/SQL
8 5 (3.62%) R
9 1 (0.72%) ABAP
9 1 (0.72%) C#
9 1 (0.72%) C++
9 1 (0.72%) SAS Macro
9 1 (0.72%) Scala
9 1 (0.72%) VBA
Qualifications
1 4 (2.90%) Degree
2 2 (1.45%) ACCA
2 2 (1.45%) CIMA
3 1 (0.72%) CITP
3 1 (0.72%) SC Cleared
3 1 (0.72%) Security Cleared
Quality Assurance & Compliance
1 29 (21.01%) QA
2 25 (18.12%) Data Quality
3 4 (2.90%) GDPR
System Software
1 12 (8.70%) Active Directory
2 1 (0.72%) Apache Flume
2 1 (0.72%) Cronacle
2 1 (0.72%) HDFS
Systems Management
1 1 (0.72%) Control-M
1 1 (0.72%) Hadoop YARN
1 1 (0.72%) Oozie
1 1 (0.72%) OpenSSO
1 1 (0.72%) Tivoli
Vendors
1 83 (60.14%) IBM
2 76 (55.07%) Oracle
3 62 (44.93%) Cognos
4 57 (41.30%) Informatica
5 38 (27.54%) SAP
6 29 (21.01%) Netezza
7 19 (13.77%) Teradata
8 18 (13.04%) Microsoft
8 18 (13.04%) Tableau
8 18 (13.04%) Talend
9 14 (10.14%) Vertica
10 13 (9.42%) Intel
11 12 (8.70%) Jaspersoft
11 12 (8.70%) MicroStrategy
11 12 (8.70%) TIBCO
12 9 (6.52%) Capita
13 7 (5.07%) CA
14 6 (4.35%) Ab Initio
15 5 (3.62%) MapR
16 3 (2.17%) Cloudera