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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Ab Initio
Rank 820 796 787
Rank change year-on-year
-24 -9
Permanent jobs citing Ab Initio 41 127 174
As % of all permanent IT jobs located in England 0.048% 0.13% 0.16%
As % of the Vendors category 0.11% 0.28% 0.34%
Number of salaries quoted 36 108 141
Median salary £76,250 £52,500 £65,000
Median salary % change year-on-year
+45.23% -19.23%
90% offered a salary of more than £40,000 £37,500 £47,500
10% offered a salary of more than £82,500 £75,000 £75,000
UK excluding London median salary £52,500 £50,000 £60,000
% change year-on-year
+5.00% -16.66%
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
37668 45101 51133
As % of all permanent IT jobs located in England 43.75% 45.30% 48.11%
Number of salaries quoted 30437 37142 41731
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £75,000 £70,000 £70,000
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 6 December 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 6 December 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 +10 22 £77,500 +37.77% 3
South East +50 10 £80,000 +52.38% 1
North West -20 6 £40,000 -
West Midlands -23 3 £40,500 -14.73% 1
Ab Initio
UK

Ab Initio
Top 30 Related IT Skills in England

For the 6 months to 6 December 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 54 (45.76%) Informatica
2 53 (44.92%) Analytics
3 50 (42.37%) Business Intelligence
4 45 (38.14%) Finance
5 44 (37.29%) ETL
6 43 (36.44%) Oracle
7 39 (33.05%) Agile Software Development
8 38 (32.20%) SQL
9 37 (31.36%) SAS
10 34 (28.81%) Data Management
11 31 (26.27%) Banking
12 30 (25.42%) QlikView
13 29 (24.58%) DataStage
14 28 (23.73%) Data Warehouse
14 28 (23.73%) Data Quality
15 24 (20.34%) Teradata
16 23 (19.49%) Java
16 23 (19.49%) IBM
16 23 (19.49%) Data Analytics
17 22 (18.64%) Unix
18 21 (17.80%) Shell Script
18 21 (17.80%) MicroStrategy
19 20 (16.95%) Spotfire
19 20 (16.95%) Big Data
20 19 (16.10%) SQL Server
21 18 (15.25%) BusinessObjects
21 18 (15.25%) Hadoop
21 18 (15.25%) Adobe Campaign
21 18 (15.25%) People Management
21 18 (15.25%) SDLC

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 37 (31.36%) SAS
2 4 (3.39%) Oracle SOA Suite
2 4 (3.39%) WebSphere
2 4 (3.39%) WebSphere Application Server
3 2 (1.69%) Apache Pig
3 2 (1.69%) OpenStack
4 1 (0.85%) Apache Spark
4 1 (0.85%) Confluence
4 1 (0.85%) Mule
Applications
1 5 (4.24%) MS Excel
1 5 (4.24%) MS Visio
2 3 (2.54%) SPSS
3 1 (0.85%) MS Office
3 1 (0.85%) MS PowerPoint
Business Applications
1 18 (15.25%) Adobe Campaign
2 5 (4.24%) BusinessWare
3 4 (3.39%) SAP MDM
4 2 (1.69%) FastStats
Cloud Services
1 5 (4.24%) SaaS
2 4 (3.39%) Amazon AWS
3 2 (1.69%) AWS Lambda
3 2 (1.69%) Google Analytics
3 2 (1.69%) Google Cloud Platform
4 1 (0.85%) Amazon EC2
4 1 (0.85%) Microsoft Azure
Communications & Networking
1 4 (3.39%) SAN
Database & Business Intelligence
1 30 (25.42%) QlikView
2 29 (24.58%) DataStage
3 28 (23.73%) Data Warehouse
4 20 (16.95%) Big Data
4 20 (16.95%) Spotfire
5 19 (16.10%) SQL Server
6 18 (15.25%) BusinessObjects
6 18 (15.25%) Hadoop
7 17 (14.41%) SQL Server Integration Services
8 16 (13.56%) DB2
9 6 (5.08%) MongoDB
10 5 (4.24%) IBM InfoSphere
10 5 (4.24%) Pentaho
11 4 (3.39%) Kalido
11 4 (3.39%) MySQL
11 4 (3.39%) SQL Server Analysis Services
12 3 (2.54%) Apache Hive
12 3 (2.54%) Data Mining
12 3 (2.54%) NoSQL
12 3 (2.54%) SQL Server Reporting Services
Development Applications
1 7 (5.93%) JIRA
2 6 (5.08%) Jenkins
2 6 (5.08%) Talend Open Studio
3 3 (2.54%) ERwin
General
1 45 (38.14%) Finance
2 31 (26.27%) Banking
3 14 (11.86%) Retail
4 5 (4.24%) Retail Banking
5 4 (3.39%) Marketing
6 3 (2.54%) Investment Banking
7 2 (1.69%) Advertising
8 1 (0.85%) Corporate Banking
8 1 (0.85%) Financial Institution
8 1 (0.85%) Law
Job Titles
1 27 (22.88%) Developer
2 26 (22.03%) Architect
3 24 (20.34%) Consultant
4 21 (17.80%) Ab Initio Developer
5 19 (16.10%) Analyst
6 17 (14.41%) Data Consultant
6 17 (14.41%) Senior Consultant
7 13 (11.02%) Analytics Consultant
7 13 (11.02%) Data Analytics Consultant
8 12 (10.17%) Data Analyst
9 10 (8.47%) Java Architect
10 8 (6.78%) Ab Initio Architect
10 8 (6.78%) Solutions Architect
11 7 (5.93%) Business Consultant
11 7 (5.93%) Business Intelligence Consultant
11 7 (5.93%) Designer
11 7 (5.93%) Senior Manager
12 6 (5.08%) Database Architect
12 6 (5.08%) Lead Architect
12 6 (5.08%) Senior Analyst
Libraries, Frameworks & Software Standards
1 4 (3.39%) Java EE
1 4 (3.39%) Middleware
2 1 (0.85%) .NET
2 1 (0.85%) Cascading
2 1 (0.85%) Kafka
2 1 (0.85%) SAP PI
Miscellaneous
1 15 (12.71%) Mainframe
2 14 (11.86%) Analytical Skills
3 11 (9.32%) Data Integration
4 7 (5.93%) Reference Data
4 7 (5.93%) Visualisation
5 5 (4.24%) Data Structures
5 5 (4.24%) IBM Mainframe
5 5 (4.24%) Management Information System
6 4 (3.39%) User Experience
7 2 (1.69%) Fintech
7 2 (1.69%) PMI
8 1 (0.85%) Algorithms
8 1 (0.85%) Computer Science
8 1 (0.85%) Credit Risk
8 1 (0.85%) Data Conversion
8 1 (0.85%) Enterprise Software
8 1 (0.85%) Mobile App
8 1 (0.85%) Mobile Banking
Operating Systems
1 22 (18.64%) Unix
2 9 (7.63%) Linux
3 7 (5.93%) AIX
4 6 (5.08%) Windows
5 4 (3.39%) zOS
Processes & Methodologies
1 53 (44.92%) Analytics
2 50 (42.37%) Business Intelligence
3 44 (37.29%) ETL
4 39 (33.05%) Agile Software Development
5 34 (28.81%) Data Management
6 23 (19.49%) Data Analytics
7 18 (15.25%) People Management
7 18 (15.25%) SDLC
8 16 (13.56%) Data Governance
8 16 (13.56%) Data Modelling
8 16 (13.56%) Stakeholder Management
9 12 (10.17%) Project Management
9 12 (10.17%) TOGAF
10 11 (9.32%) ITIL
11 10 (8.47%) Data Mapping
11 10 (8.47%) SOA
11 10 (8.47%) Waterfall
12 9 (7.63%) Data Architecture
12 9 (7.63%) Performance Tuning
13 8 (6.78%) ArchiMate
Programming Languages
1 38 (32.20%) SQL
2 23 (19.49%) Java
3 21 (17.80%) Shell Script
4 16 (13.56%) Python
5 8 (6.78%) C
5 8 (6.78%) Perl
6 3 (2.54%) Bash Shell
7 2 (1.69%) C++
7 2 (1.69%) PL/SQL
7 2 (1.69%) Ruby
7 2 (1.69%) T-SQL
8 1 (0.85%) JavaScript
8 1 (0.85%) R
8 1 (0.85%) Scala
Qualifications
1 11 (9.32%) Degree
2 2 (1.69%) ISEB
2 2 (1.69%) PMI Certification
Quality Assurance & Compliance
1 28 (23.73%) Data Quality
2 11 (9.32%) QA
3 4 (3.39%) SLA
4 2 (1.69%) IAS 39
5 1 (0.85%) Dodd-Frank
5 1 (0.85%) EMIR
5 1 (0.85%) MiFID
5 1 (0.85%) Solvency II
System Software
1 1 (0.85%) HDFS
Systems Management
1 9 (7.63%) Control-M
2 4 (3.39%) Puppet
3 1 (0.85%) Hadoop YARN
Vendors
1 54 (45.76%) Informatica
2 43 (36.44%) Oracle
3 24 (20.34%) Teradata
4 23 (19.49%) IBM
5 21 (17.80%) MicroStrategy
6 15 (12.71%) webMethods
7 14 (11.86%) Netezza
8 13 (11.02%) SAP
9 12 (10.17%) Cognos
10 9 (7.63%) Tableau
11 7 (5.93%) Salesforce.com
12 6 (5.08%) Cognizant
12 6 (5.08%) Hyperion
12 6 (5.08%) Microsoft
12 6 (5.08%) Talend
13 5 (4.24%) GoldenSource
13 5 (4.24%) Software AG
13 5 (4.24%) Vitria
14 3 (2.54%) CA
14 3 (2.54%) MapR
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