The table below looks at the statistics for knowledge and experience of Ab Initio products and/or services in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Ab Initio over the 3 months to 31 May 2016 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within the Ab Initio Software Corporation.

3 months to
31 May 2016
Same period 2015 Same period 2014
Ab Initio
Rank 776 823 870
Rank change year-on-year
+47 +47
Permanent jobs citing Ab Initio 130 113 97
As % of all permanent IT jobs located in England 0.14% 0.11% 0.087%
As % of the Vendors category 0.32% 0.24% 0.19%
Number of salaries quoted 81 109 52
Median salary £62,500 £60,000 £60,000
Median salary % change year-on-year
+4.16% -
90% offered a salary of more than £40,000 £47,750 £40,750
10% offered a salary of more than £90,000 £80,000 £75,000
UK excluding London median salary £63,750 £52,500 £56,500
% change year-on-year
+21.42% -7.07%
Ab Initio
UK

The following table is for comparison with the above and provides statistics for the entire Vendors category in permanent jobs advertised in the England region.

Vendors Category
England
Permanent IT job ads with a match in the
Vendors category
40890 46548 51858
As % of all permanent IT jobs located in England 44.46% 46.81% 46.44%
Number of salaries quoted 33740 37963 42431
Median salary £47,500 £46,000 £45,000
Median salary % change year-on-year
+3.26% +2.22%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £70,000 £70,000 £72,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Ab Initio
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Ab Initio as a proportion of all IT jobs with a match in the Vendors category.

Ab Initio Jobs Demand Trend in England

Ab Initio
Salary Trend in England

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

Ab Initio Salary Trend in England

Ab Initio
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Ab Initio across the England region over the 3 months to 31 May 2016.

Ab Initio Salary Histogram in England

Ab Initio
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ab Initio within the England region over the 3 months to 31 May 2016. 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
(Click see detailed
statistics and trends)
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
London +13 79 £65,000 - 7
South East +26 21 £70,000 +27.27% 1
North West +24 11 £40,000 -15.78%
Yorkshire - 7 £60,000 -
South West +7 6 £50,000 +5.26% 1
East of England - 3 £59,000 - 2
West Midlands -8 2 £40,000 -11.11%
Ab Initio
UK

Ab Initio
Top 30 Related IT Skills in England

For the 6 months to 31 May 2016, IT jobs citing Ab Initio 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 Ab Initio.

1 133 (50.96%) ETL
2 132 (50.57%) Business Intelligence
3 117 (44.83%) Informatica
4 101 (38.70%) Oracle
5 95 (36.40%) Analytics
6 90 (34.48%) Data Warehouse
7 82 (31.42%) Teradata
8 77 (29.50%) Data Management
9 73 (27.97%) SAS
10 72 (27.59%) QlikView
11 65 (24.90%) SQL Server
12 64 (24.52%) BusinessObjects
13 60 (22.99%) SQL Server Integration Services
13 60 (22.99%) Tableau
14 58 (22.22%) Hadoop
15 57 (21.84%) Data Governance
15 57 (21.84%) Agile Software Development
16 56 (21.46%) Finance
16 56 (21.46%) SQL
17 55 (21.07%) Data Analytics
18 52 (19.92%) Data Quality
19 50 (19.16%) Netezza
20 47 (18.01%) UML
21 45 (17.24%) webMethods
22 43 (16.48%) Spotfire
23 42 (16.09%) Big Data
24 40 (15.33%) Data Architecture
24 40 (15.33%) Degree
25 39 (14.94%) IBM
26 36 (13.79%) Unix

Ab Initio
Top Related 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 73 (27.97%) SAS
2 23 (8.81%) WebSphere
3 7 (2.68%) Apache Pig
4 6 (2.30%) Apache Spark
5 5 (1.92%) SharePoint
6 1 (0.38%) BizTalk Server
6 1 (0.38%) Elasticsearch
6 1 (0.38%) SharePoint 2013
Applications
1 11 (4.21%) MS Excel
2 7 (2.68%) MS PowerPoint
2 7 (2.68%) MS Visio
3 6 (2.30%) MS Office
4 1 (0.38%) SPSS
Business Applications
1 14 (5.36%) Adobe Campaign
2 4 (1.53%) BusinessWare
2 4 (1.53%) SAP MDM
3 1 (0.38%) Oracle BPM
3 1 (0.38%) Oracle EBS
3 1 (0.38%) Oracle Retail
Cloud Services
1 7 (2.68%) SaaS
2 4 (1.53%) Amazon AWS
2 4 (1.53%) Microsoft Azure
3 3 (1.15%) Adobe Analytics
3 3 (1.15%) Office 365
4 2 (0.77%) Amazon EC2
4 2 (0.77%) Cloud Computing
4 2 (0.77%) Mimecast
5 1 (0.38%) Amazon Kinesis
5 1 (0.38%) Amazon S3
5 1 (0.38%) AWS Elastic Beanstalk
Communications & Networking
1 4 (1.53%) Firewall
Database & Business Intelligence
1 90 (34.48%) Data Warehouse
2 72 (27.59%) QlikView
3 65 (24.90%) SQL Server
4 64 (24.52%) BusinessObjects
5 60 (22.99%) SQL Server Integration Services
6 58 (22.22%) Hadoop
7 43 (16.48%) Spotfire
8 42 (16.09%) Big Data
9 36 (13.79%) SQL Server Reporting Services
10 30 (11.49%) DataStage
11 17 (6.51%) Relational Database
11 17 (6.51%) SAP Data Services
12 15 (5.75%) DB2
13 14 (5.36%) MongoDB
13 14 (5.36%) Oracle Exadata
14 9 (3.45%) Oracle Database
15 8 (3.07%) Apache Hive
15 8 (3.07%) Oracle ODI
15 8 (3.07%) Pentaho
15 8 (3.07%) RDBMS
Development Applications
1 23 (8.81%) Talend Open Studio
2 22 (8.43%) JUnit
3 7 (2.68%) ERwin
4 5 (1.92%) Jenkins
4 5 (1.92%) JIRA
5 1 (0.38%) Gradle
5 1 (0.38%) Maven
5 1 (0.38%) Oracle Forms
General
1 56 (21.46%) Finance
2 25 (9.58%) Telecoms
3 21 (8.05%) Retail
4 11 (4.21%) Marketing
5 10 (3.83%) Banking
6 7 (2.68%) Pharmaceutical
7 6 (2.30%) Advertising
8 4 (1.53%) Legal
9 3 (1.15%) Games
10 2 (0.77%) Law
10 2 (0.77%) Publishing
Job Titles
1 81 (31.03%) Developer
2 59 (22.61%) Architect
3 47 (18.01%) Analyst
4 35 (13.41%) Senior Developer
5 33 (12.64%) Ab Initio Developer
6 32 (12.26%) Data Architect
7 31 (11.88%) Consultant
8 27 (10.34%) ETL Developer
9 26 (9.96%) Lead Developer
10 23 (8.81%) Integration Developer
11 22 (8.43%) Data Analyst
11 22 (8.43%) Integration Engineer
11 22 (8.43%) Middleware Developer
11 22 (8.43%) Middleware Engineer
12 19 (7.28%) Senior Integration Engineer
12 19 (7.28%) Senior Middleware Developer
12 19 (7.28%) Senior Middleware Engineer
13 15 (5.75%) Business Intelligence Consultant
13 15 (5.75%) Data Consultant
13 15 (5.75%) Designer
Libraries, Frameworks & Software Standards
1 27 (10.34%) Middleware
2 13 (4.98%) Velocity
3 10 (3.83%) XML
4 9 (3.45%) XML Messaging
4 9 (3.45%) XML Schema
5 7 (2.68%) Kafka
6 6 (2.30%) CSS
7 5 (1.92%) .NET
8 4 (1.53%) MDX
9 2 (0.77%) HTML
9 2 (0.77%) HTML5
10 1 (0.38%) J2EE
10 1 (0.38%) J2SE
10 1 (0.38%) Regular Expression
Miscellaneous
1 36 (13.79%) Analytical Skills
2 20 (7.66%) Management Information System
3 16 (6.13%) Computer Science
4 14 (5.36%) Data Integration
5 9 (3.45%) Mainframe
5 9 (3.45%) Visualisation
6 5 (1.92%) Mobile App
7 4 (1.53%) Cybercrime
7 4 (1.53%) Statistics
8 2 (0.77%) IBM Mainframe
8 2 (0.77%) Mathematics
8 2 (0.77%) PMI
9 1 (0.38%) Digital Media
9 1 (0.38%) e-Learning
9 1 (0.38%) Enterprise Software
9 1 (0.38%) Life Science
Operating Systems
1 36 (13.79%) Unix
2 19 (7.28%) AIX
3 10 (3.83%) Windows
4 7 (2.68%) Linux
5 2 (0.77%) Windows Server
Processes & Methodologies
1 133 (50.96%) ETL
2 132 (50.57%) Business Intelligence
3 95 (36.40%) Analytics
4 77 (29.50%) Data Management
5 57 (21.84%) Agile Software Development
5 57 (21.84%) Data Governance
6 55 (21.07%) Data Analytics
7 47 (18.01%) UML
8 40 (15.33%) Data Architecture
9 36 (13.79%) Stakeholder Management
10 34 (13.03%) Mentoring
11 33 (12.64%) Data Modelling
11 33 (12.64%) Migration
12 31 (11.88%) Data Migration
13 29 (11.11%) Coaching
14 28 (10.73%) Scrum
15 27 (10.34%) Quality Management
16 26 (9.96%) Dimensional Modelling
17 23 (8.81%) Data Analysis
17 23 (8.81%) RUP
Programming Languages
1 56 (21.46%) SQL
2 35 (13.41%) Java
3 27 (10.34%) R
4 14 (5.36%) C
5 13 (4.98%) Python
5 13 (4.98%) Shell Script
6 8 (3.07%) T-SQL
7 5 (1.92%) PL/SQL
8 4 (1.53%) C#
9 3 (1.15%) Perl
10 2 (0.77%) Bash Shell
10 2 (0.77%) C++
10 2 (0.77%) JavaScript
10 2 (0.77%) Ruby
11 1 (0.38%) PL/1
Qualifications
1 40 (15.33%) Degree
2 14 (5.36%) DV Cleared
2 14 (5.36%) Security Cleared
3 5 (1.92%) MBA
4 2 (0.77%) CISSP
4 2 (0.77%) PMI Certification
5 1 (0.38%) CISA
5 1 (0.38%) CISM
5 1 (0.38%) CRISC
5 1 (0.38%) ISEB
5 1 (0.38%) SC Cleared
Quality Assurance & Compliance
1 52 (19.92%) Data Quality
2 19 (7.28%) QA
3 13 (4.98%) Dodd-Frank
3 13 (4.98%) EMIR
3 13 (4.98%) MiFID
4 4 (1.53%) IAS 39
5 1 (0.38%) COBIT
5 1 (0.38%) ISO/IEC 27001
5 1 (0.38%) PCI DSS
System Software
1 6 (2.30%) Apache Flume
1 6 (2.30%) HDFS
2 1 (0.38%) Docker
2 1 (0.38%) vCloud
2 1 (0.38%) VMware Infrastructure
Systems Management
1 5 (1.92%) Control-M
2 2 (0.77%) SCCM
Vendors
1 117 (44.83%) Informatica
2 101 (38.70%) Oracle
3 82 (31.42%) Teradata
4 60 (22.99%) Tableau
5 50 (19.16%) Netezza
6 45 (17.24%) webMethods
7 39 (14.94%) IBM
8 32 (12.26%) MicroStrategy
9 30 (11.49%) Software AG
10 23 (8.81%) SAP
10 23 (8.81%) Talend
11 22 (8.43%) Cognos
12 15 (5.75%) Cognizant
13 13 (4.98%) Hyperion
13 13 (4.98%) Salesforce.com
14 12 (4.60%) Cloudera
15 11 (4.21%) Microsoft
16 10 (3.83%) Reuters
17 9 (3.45%) MapR
18 6 (2.30%) Hortonworks
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