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 3 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
3 May 2016
Same period 2015 Same period 2014
Ab Initio
Rank 802 850 894
Rank change year-on-year
+48 +44
Permanent jobs citing Ab Initio 125 98 80
As % of all permanent IT jobs located in England 0.13% 0.095% 0.071%
As % of the Vendors category 0.29% 0.20% 0.15%
Number of salaries quoted 78 91 41
Median salary £62,500 £60,000 £64,750
Median salary % change year-on-year
+4.16% -7.33%
90% offered a salary of more than £46,750 £50,000 £50,000
10% offered a salary of more than £90,000 £90,000 £80,000
UK excluding London median salary £57,500 £53,750 £62,500
% change year-on-year
+6.97% -14.00%
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
43620 48170 52334
As % of all permanent IT jobs located in England 45.29% 46.81% 46.37%
Number of salaries quoted 36088 39092 42432
Median salary £46,500 £46,500 £45,000
Median salary % change year-on-year
- +3.33%
90% offered a salary of more than £27,500 £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 3 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 3 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 +24 75 £67,000 +3.07% 6
South East +32 30 £69,250 +20.43% 1
North West +30 8 £40,000 -20.00% 2
South West +14 6 £50,000 +4.16% 1
Yorkshire +11 4 £67,500 -
East of England +15 2 £59,000 +81.53%
Ab Initio
UK

Ab Initio
Top 30 Related IT Skills in England

For the 6 months to 3 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.

1 136 (51.71%) ETL
2 120 (45.63%) Business Intelligence
3 117 (44.49%) Informatica
4 96 (36.50%) Oracle
5 92 (34.98%) Analytics
6 87 (33.08%) Data Warehouse
7 86 (32.70%) Teradata
8 83 (31.56%) Data Management
9 79 (30.04%) SAS
10 68 (25.86%) SQL Server
11 66 (25.10%) SQL Server Integration Services
12 64 (24.33%) Hadoop
12 64 (24.33%) BusinessObjects
13 63 (23.95%) Agile Software Development
14 62 (23.57%) Tableau
15 60 (22.81%) QlikView
16 58 (22.05%) SQL
17 57 (21.67%) Data Governance
18 54 (20.53%) Finance
19 51 (19.39%) Data Analytics
20 50 (19.01%) webMethods
20 50 (19.01%) Netezza
21 49 (18.63%) UML
22 48 (18.25%) IBM
22 48 (18.25%) Data Quality
23 46 (17.49%) Big Data
24 45 (17.11%) Java
25 41 (15.59%) Data Modelling
26 40 (15.21%) Data Architecture
27 39 (14.83%) Degree

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 79 (30.04%) SAS
2 24 (9.13%) WebSphere
3 11 (4.18%) Apache Pig
4 10 (3.80%) Apache Spark
5 5 (1.90%) SharePoint
6 1 (0.38%) BizTalk Server
6 1 (0.38%) Elasticsearch
6 1 (0.38%) SharePoint 2013
Applications
1 14 (5.32%) MS Excel
2 7 (2.66%) MS PowerPoint
3 6 (2.28%) MS Office
3 6 (2.28%) MS Visio
4 5 (1.90%) SPSS
Business Applications
1 12 (4.56%) BusinessWare
2 10 (3.80%) Adobe Campaign
3 3 (1.14%) SAP MDM
4 1 (0.38%) Oracle EBS
4 1 (0.38%) Oracle Retail
Cloud Services
1 5 (1.90%) SaaS
2 4 (1.52%) Microsoft Azure
3 3 (1.14%) Adobe Analytics
3 3 (1.14%) Office 365
4 2 (0.76%) Amazon AWS
4 2 (0.76%) Cloud Computing
4 2 (0.76%) Mimecast
5 1 (0.38%) Amazon Kinesis
5 1 (0.38%) Amazon S3
5 1 (0.38%) AWS Elastic Beanstalk
Database & Business Intelligence
1 87 (33.08%) Data Warehouse
2 68 (25.86%) SQL Server
3 66 (25.10%) SQL Server Integration Services
4 64 (24.33%) BusinessObjects
4 64 (24.33%) Hadoop
5 60 (22.81%) QlikView
6 46 (17.49%) Big Data
7 38 (14.45%) SQL Server Reporting Services
8 36 (13.69%) Spotfire
9 22 (8.37%) DataStage
9 22 (8.37%) SAP Data Services
10 19 (7.22%) Oracle Exadata
11 15 (5.70%) DB2
11 15 (5.70%) Relational Database
12 13 (4.94%) MongoDB
12 13 (4.94%) SAS Data Integration Studio
13 12 (4.56%) Apache Hive
14 10 (3.80%) Impala
14 10 (3.80%) Kalido
15 7 (2.66%) SAP BI
Development Applications
1 24 (9.13%) JUnit
2 17 (6.46%) Talend Open Studio
3 7 (2.66%) ERwin
4 5 (1.90%) Jenkins
4 5 (1.90%) JIRA
5 1 (0.38%) Gradle
5 1 (0.38%) Maven
5 1 (0.38%) Oracle Forms
General
1 54 (20.53%) Finance
2 25 (9.51%) Telecoms
3 17 (6.46%) Retail
4 12 (4.56%) Banking
5 8 (3.04%) Advertising
5 8 (3.04%) Marketing
6 7 (2.66%) Legal
6 7 (2.66%) Pharmaceutical
7 3 (1.14%) Investment Banking
8 2 (0.76%) Law
8 2 (0.76%) Publishing
9 1 (0.38%) Games
Job Titles
1 89 (33.84%) Developer
2 55 (20.91%) Architect
3 52 (19.77%) Analyst
4 31 (11.79%) Data Architect
4 31 (11.79%) ETL Developer
5 28 (10.65%) Ab Initio Developer
6 27 (10.27%) Consultant
6 27 (10.27%) Senior Developer
7 25 (9.51%) Integration Developer
7 25 (9.51%) Lead Developer
8 24 (9.13%) Integration Engineer
8 24 (9.13%) Middleware Developer
8 24 (9.13%) Middleware Engineer
9 21 (7.98%) Data Analyst
10 19 (7.22%) Senior Integration Engineer
10 19 (7.22%) Senior Middleware Developer
10 19 (7.22%) Senior Middleware Engineer
11 18 (6.84%) Designer
12 14 (5.32%) Business Intelligence Architect
13 13 (4.94%) Solutions Designer
Libraries, Frameworks & Software Standards
1 24 (9.13%) Middleware
2 13 (4.94%) Velocity
3 10 (3.80%) Kafka
3 10 (3.80%) XML
3 10 (3.80%) XML Messaging
3 10 (3.80%) XML Schema
4 5 (1.90%) .NET
5 4 (1.52%) MDX
6 3 (1.14%) Cascading
7 2 (0.76%) CSS
7 2 (0.76%) HTML
7 2 (0.76%) HTML5
8 1 (0.38%) J2EE
8 1 (0.38%) J2SE
8 1 (0.38%) RabbitMQ
Miscellaneous
1 36 (13.69%) Analytical Skills
2 22 (8.37%) Data Integration
3 19 (7.22%) Management Information System
4 18 (6.84%) Computer Science
5 13 (4.94%) Visualisation
6 7 (2.66%) Mainframe
7 5 (1.90%) Mobile App
8 4 (1.52%) Cybercrime
8 4 (1.52%) Statistics
9 3 (1.14%) Algorithms
9 3 (1.14%) Data Structures
10 2 (0.76%) Mathematics
11 1 (0.38%) Data Conversion
11 1 (0.38%) Digital Media
11 1 (0.38%) Life Science
Operating Systems
1 39 (14.83%) Unix
2 31 (11.79%) AIX
3 9 (3.42%) Windows
4 7 (2.66%) Linux
5 1 (0.38%) Windows Server
Processes & Methodologies
1 136 (51.71%) ETL
2 120 (45.63%) Business Intelligence
3 92 (34.98%) Analytics
4 83 (31.56%) Data Management
5 63 (23.95%) Agile Software Development
6 57 (21.67%) Data Governance
7 51 (19.39%) Data Analytics
8 49 (18.63%) UML
9 41 (15.59%) Data Modelling
10 40 (15.21%) Data Architecture
11 35 (13.31%) Mentoring
12 33 (12.55%) Coaching
12 33 (12.55%) Stakeholder Management
13 31 (11.79%) Migration
14 30 (11.41%) Scrum
15 29 (11.03%) Data Migration
16 26 (9.89%) Dimensional Modelling
16 26 (9.89%) Quality Management
17 24 (9.13%) RUP
17 24 (9.13%) TDD
Programming Languages
1 58 (22.05%) SQL
2 45 (17.11%) Java
3 27 (10.27%) R
4 18 (6.84%) C
5 13 (4.94%) Shell Script
6 11 (4.18%) Python
7 9 (3.42%) T-SQL
8 5 (1.90%) C++
9 4 (1.52%) C#
10 3 (1.14%) Bash Shell
10 3 (1.14%) Scala
11 2 (0.76%) JavaScript
11 2 (0.76%) PL/SQL
11 2 (0.76%) VBA
Qualifications
1 39 (14.83%) Degree
2 14 (5.32%) DV Cleared
2 14 (5.32%) Security Cleared
3 2 (0.76%) CISA
3 2 (0.76%) CISM
3 2 (0.76%) CISSP
3 2 (0.76%) CRISC
3 2 (0.76%) ISEB
3 2 (0.76%) MBA
Quality Assurance & Compliance
1 48 (18.25%) Data Quality
2 16 (6.08%) QA
3 10 (3.80%) Dodd-Frank
3 10 (3.80%) EMIR
3 10 (3.80%) MiFID
4 4 (1.52%) IAS 39
5 2 (0.76%) COBIT
5 2 (0.76%) ISO/IEC 27001
5 2 (0.76%) PCI DSS
System Software
1 9 (3.42%) HDFS
2 6 (2.28%) Apache Flume
3 1 (0.38%) Docker
3 1 (0.38%) vCloud
3 1 (0.38%) VMware Infrastructure
Systems Management
1 3 (1.14%) Hadoop YARN
2 2 (0.76%) SCCM
Vendors
1 117 (44.49%) Informatica
2 96 (36.50%) Oracle
3 86 (32.70%) Teradata
4 62 (23.57%) Tableau
5 50 (19.01%) Netezza
5 50 (19.01%) webMethods
6 48 (18.25%) IBM
7 35 (13.31%) MicroStrategy
8 29 (11.03%) Cognos
8 29 (11.03%) Software AG
9 25 (9.51%) SAP
10 17 (6.46%) Talend
11 15 (5.70%) Cognizant
11 15 (5.70%) Hyperion
11 15 (5.70%) Microsoft
12 12 (4.56%) Vitria
13 10 (3.80%) Reuters
14 9 (3.42%) Cloudera
14 9 (3.42%) MapR
15 7 (2.66%) Salesforce.com
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