The table below looks at the statistics for knowledge and experience of Ab Initio products and/or services in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Ab Initio over the 3 months to 3 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
3 Dec 2016
Same period 2015 Same period 2014
Ab Initio
Rank 823 844 804
Rank change year-on-year
+21 -40
Permanent jobs citing Ab Initio 42 125 182
As % of all permanent IT jobs located in the UK 0.047% 0.12% 0.16%
As % of the Vendors category 0.11% 0.26% 0.33%
Number of salaries quoted 37 106 146
Median salary £75,000 £52,000 £63,750
Median salary % change year-on-year
+44.23% -18.43%
90% offered a salary of more than £40,000 £37,500 £46,250
10% offered a salary of more than £82,500 £75,500 £75,000
UK excluding London median salary £52,500 £47,500 £60,000
% change year-on-year
+10.52% -20.83%

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

Vendors Category
UK
Permanent IT job ads with a match in the
Vendors category
39265 48759 55266
As % of all permanent IT jobs located in the UK 43.94% 45.43% 48.08%
Number of salaries quoted 31469 39735 44758
Median salary £46,500 £45,000 £45,000
Median salary % change year-on-year
+3.33% -
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £72,500 £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

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

Ab Initio Jobs Demand Trend in the UK

Ab Initio
Salary Trend

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

Ab Initio Salary Trend in the UK

Ab Initio
Salary Histogram

This chart provides a salary histogram for IT jobs citing Ab Initio over the 3 months to 3 December 2016 within the UK.

Ab Initio Salary Histogram in the UK

Ab Initio
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ab Initio within the UK over the 3 months to 3 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
England -9 42 £75,000 +44.23% 4
London +15 22 £77,500 +34.78% 3
South East +63 11 £73,750 +40.47%
Manchester -17 6 £40,000 +10.34%
North West -21 6 £40,000 -
Berkshire +34 5 £52,500 -
City of London +31 4 £82,500 +10.00%
East Sussex - 4 £80,000 -
West Midlands -25 3 £40,500 -14.73% 1
Coventry - 3 £40,500 - 1
Kingston Upon Thames - 2 £70,000 -
Surrey +13 1 £52,500 -12.50%
Egham - 1 £52,500 -

Ab Initio
Top 30 Related IT Skills

For the 6 months to 3 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 with a requirement for Ab Initio.

1 58 (47.15%) Informatica
2 53 (43.09%) Analytics
3 50 (40.65%) Business Intelligence
4 49 (39.84%) Finance
5 48 (39.02%) ETL
5 48 (39.02%) Oracle
6 43 (34.96%) SQL
7 39 (31.71%) Agile Software Development
8 37 (30.08%) SAS
9 34 (27.64%) Data Management
10 33 (26.83%) DataStage
11 32 (26.02%) Data Quality
12 31 (25.20%) Banking
13 30 (24.39%) QlikView
14 28 (22.76%) Data Warehouse
15 27 (21.95%) Unix
16 24 (19.51%) Teradata
17 23 (18.70%) Java
17 23 (18.70%) IBM
17 23 (18.70%) Data Analytics
18 21 (17.07%) Shell Script
18 21 (17.07%) MicroStrategy
19 20 (16.26%) SQL Server
19 20 (16.26%) Spotfire
19 20 (16.26%) Big Data
20 18 (14.63%) BusinessObjects
20 18 (14.63%) Hadoop
20 18 (14.63%) Adobe Campaign
20 18 (14.63%) Analytical Skills
20 18 (14.63%) People Management

Ab Initio
Top Related 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 37 (30.08%) SAS
2 4 (3.25%) Oracle SOA Suite
2 4 (3.25%) WebSphere
2 4 (3.25%) WebSphere Application Server
3 2 (1.63%) Apache Pig
3 2 (1.63%) OpenStack
4 1 (0.81%) Apache Spark
4 1 (0.81%) Confluence
4 1 (0.81%) Mule
Applications
1 5 (4.07%) MS Excel
1 5 (4.07%) MS Visio
2 3 (2.44%) SPSS
3 1 (0.81%) MS Office
3 1 (0.81%) MS PowerPoint
Business Applications
1 18 (14.63%) Adobe Campaign
2 5 (4.07%) BusinessWare
3 4 (3.25%) Oracle Assets
3 4 (3.25%) Oracle Payables
3 4 (3.25%) SAP MDM
4 2 (1.63%) FastStats
Cloud Services
1 5 (4.07%) SaaS
2 4 (3.25%) Amazon AWS
3 2 (1.63%) AWS Lambda
3 2 (1.63%) Google Analytics
3 2 (1.63%) Google Cloud Platform
4 1 (0.81%) Amazon EC2
4 1 (0.81%) Microsoft Azure
Communications & Networking
1 4 (3.25%) SAN
Database & Business Intelligence
1 33 (26.83%) DataStage
2 30 (24.39%) QlikView
3 28 (22.76%) Data Warehouse
4 20 (16.26%) Big Data
4 20 (16.26%) Spotfire
4 20 (16.26%) SQL Server
5 18 (14.63%) BusinessObjects
5 18 (14.63%) Hadoop
6 17 (13.82%) SQL Server Integration Services
7 16 (13.01%) DB2
8 6 (4.88%) MongoDB
9 5 (4.07%) IBM InfoSphere
9 5 (4.07%) Pentaho
10 4 (3.25%) Kalido
10 4 (3.25%) MySQL
10 4 (3.25%) SQL Server Analysis Services
11 3 (2.44%) Apache Hive
11 3 (2.44%) Data Mining
11 3 (2.44%) NoSQL
11 3 (2.44%) SQL Server Reporting Services
Development Applications
1 8 (6.50%) JIRA
2 7 (5.69%) Jenkins
3 6 (4.88%) Talend Open Studio
4 3 (2.44%) ERwin
General
1 49 (39.84%) Finance
2 31 (25.20%) Banking
3 14 (11.38%) Retail
4 5 (4.07%) Retail Banking
5 4 (3.25%) General Ledger
5 4 (3.25%) Marketing
6 3 (2.44%) Investment Banking
7 2 (1.63%) Advertising
8 1 (0.81%) Corporate Banking
8 1 (0.81%) Financial Institution
8 1 (0.81%) Law
Job Titles
1 27 (21.95%) Developer
2 26 (21.14%) Architect
3 24 (19.51%) Consultant
4 21 (17.07%) Ab Initio Developer
5 19 (15.45%) Analyst
6 17 (13.82%) Data Consultant
6 17 (13.82%) Senior Consultant
7 13 (10.57%) Analytics Consultant
7 13 (10.57%) Data Analytics Consultant
8 12 (9.76%) Data Analyst
9 10 (8.13%) Java Architect
10 8 (6.50%) Ab Initio Architect
10 8 (6.50%) Solutions Architect
11 7 (5.69%) Business Consultant
11 7 (5.69%) Business Intelligence Consultant
11 7 (5.69%) Designer
11 7 (5.69%) Senior Manager
12 6 (4.88%) Database Architect
12 6 (4.88%) Lead Architect
12 6 (4.88%) Senior Analyst
Libraries, Frameworks & Software Standards
1 4 (3.25%) Java EE
1 4 (3.25%) Middleware
2 1 (0.81%) .NET
2 1 (0.81%) Cascading
2 1 (0.81%) Kafka
2 1 (0.81%) SAP PI
Miscellaneous
1 18 (14.63%) Analytical Skills
2 16 (13.01%) Mainframe
3 11 (8.94%) Data Integration
3 11 (8.94%) Reference Data
4 7 (5.69%) Visualisation
5 5 (4.07%) Data Structures
5 5 (4.07%) IBM Mainframe
5 5 (4.07%) Management Information System
6 4 (3.25%) User Experience
7 2 (1.63%) Fintech
7 2 (1.63%) PMI
8 1 (0.81%) Algorithms
8 1 (0.81%) Computer Science
8 1 (0.81%) Credit Risk
8 1 (0.81%) Data Conversion
8 1 (0.81%) Enterprise Software
8 1 (0.81%) Mobile App
8 1 (0.81%) Mobile Banking
Operating Systems
1 27 (21.95%) Unix
2 14 (11.38%) Linux
3 8 (6.50%) AIX
4 7 (5.69%) Windows
5 4 (3.25%) Solaris
5 4 (3.25%) zOS
Processes & Methodologies
1 53 (43.09%) Analytics
2 50 (40.65%) Business Intelligence
3 48 (39.02%) ETL
4 39 (31.71%) Agile Software Development
5 34 (27.64%) Data Management
6 23 (18.70%) Data Analytics
7 18 (14.63%) People Management
7 18 (14.63%) SDLC
8 16 (13.01%) Data Governance
8 16 (13.01%) Data Modelling
8 16 (13.01%) Stakeholder Management
9 12 (9.76%) ITIL
9 12 (9.76%) Project Management
9 12 (9.76%) TOGAF
10 10 (8.13%) Data Mapping
10 10 (8.13%) SOA
10 10 (8.13%) Waterfall
11 9 (7.32%) Data Architecture
11 9 (7.32%) Performance Tuning
12 8 (6.50%) Mentoring
Programming Languages
1 43 (34.96%) SQL
2 23 (18.70%) Java
3 21 (17.07%) Shell Script
4 16 (13.01%) Python
5 12 (9.76%) Perl
6 8 (6.50%) C
7 3 (2.44%) Bash Shell
8 2 (1.63%) C++
8 2 (1.63%) PL/SQL
8 2 (1.63%) Ruby
8 2 (1.63%) T-SQL
9 1 (0.81%) JavaScript
9 1 (0.81%) R
9 1 (0.81%) Scala
Qualifications
1 11 (8.94%) Degree
2 2 (1.63%) ISEB
2 2 (1.63%) PMI Certification
Quality Assurance & Compliance
1 32 (26.02%) Data Quality
2 12 (9.76%) QA
3 4 (3.25%) SLA
4 2 (1.63%) IAS 39
5 1 (0.81%) Dodd-Frank
5 1 (0.81%) EMIR
5 1 (0.81%) MiFID
5 1 (0.81%) Solvency II
System Software
1 1 (0.81%) HDFS
Systems Management
1 9 (7.32%) Control-M
2 4 (3.25%) Puppet
3 1 (0.81%) Hadoop YARN
Vendors
1 58 (47.15%) Informatica
2 48 (39.02%) Oracle
3 24 (19.51%) Teradata
4 23 (18.70%) IBM
5 21 (17.07%) MicroStrategy
6 15 (12.20%) webMethods
7 14 (11.38%) Netezza
8 13 (10.57%) SAP
9 12 (9.76%) Cognos
10 9 (7.32%) Tableau
11 8 (6.50%) Salesforce.com
12 7 (5.69%) Cognizant
13 6 (4.88%) Hyperion
13 6 (4.88%) Microsoft
13 6 (4.88%) Talend
14 5 (4.07%) GoldenSource
14 5 (4.07%) Software AG
14 5 (4.07%) Vitria
15 3 (2.44%) CA
15 3 (2.44%) Sybase
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