Period
to 18 November 2017

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Ab Initio products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ab Initio over the 6 months to 18 November 2017 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.

Ab Initio
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1053 1049 1023
Rank change year-on-year -4 -26 -20
Permanent jobs citing Ab Initio 106 136 254
As % of all permanent IT jobs advertised in England 0.063% 0.076% 0.12%
As % of the Vendors category 0.14% 0.17% 0.27%
Number of salaries quoted 70 108 241
England median annual salary £57,500 £61,750 £55,000
Median salary % change year-on-year -6.88% +12.27% -11.65%
10th Percentile £37,000 £38,750 £35,000
90th Percentile £101,500 £88,750 £87,500
UK median annual salary £57,500 £61,750 £52,500
% change year-on-year -6.88% +17.62% -12.50%

Ab Initio is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 74360 78284 94188
As % of all permanent IT jobs advertised in England 44.34% 43.68% 45.71%
Number of salaries quoted 57986 63834 77470
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Ab Initio
Job Vacancy Trend in England

Job postings citing Ab Initio as a percentage of all IT jobs advertised in England.

Job vacancy trend for Ab Initio 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 in England.

Salary trend for Ab Initio in England

Ab Initio
Salary Histogram in England

The salary distribution of IT jobs citing Ab Initio in England over the 6 months to 18 November 2017.

Salary histogram for Ab Initio 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 6 months to 18 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
London -24 50 £67,500 -3.57% 2
South East +46 30 £57,500 -17.86% 1
North of England -16 10 £55,000 +37.50% 1
North West -37 10 £55,000 +22.22% 1
East of England +20 9 £38,000 -
Midlands +24 4 £44,000 +10.00%
West Midlands +14 4 £44,000 +10.00%
Ab Initio
UK

For the 6 months to 18 November 2017, 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 64 (60.38%) ETL
2 55 (51.89%) Agile Software Development
3 47 (44.34%) Business Intelligence
4 46 (43.40%) Informatica
5 45 (42.45%) Data Management
6 44 (41.51%) SQL
7 43 (40.57%) Finance
8 34 (32.08%) Analytics
9 32 (30.19%) Data Governance
9 32 (30.19%) Retail
10 30 (28.30%) Oracle
11 28 (26.42%) Microsoft
11 28 (26.42%) Tableau
12 27 (25.47%) Degree
12 27 (25.47%) Project Management
13 26 (24.53%) Talend
13 26 (24.53%) Talend Open Studio
13 26 (24.53%) Hadoop
14 24 (22.64%) Data Modelling
14 24 (22.64%) Data Quality
15 22 (20.75%) Big Data
15 22 (20.75%) MicroStrategy
15 22 (20.75%) Data Warehouse
16 21 (19.81%) Stakeholder Management
17 20 (18.87%) Java
17 20 (18.87%) BusinessObjects
18 19 (17.92%) Scrum
18 19 (17.92%) Analytical Skills
19 18 (16.98%) Business Development
20 15 (14.15%) Banking

Ab Initio
Co-occurring 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 11 (10.38%) Apache Spark
2 9 (8.49%) SAS
3 4 (3.77%) Apache
3 4 (3.77%) Apache Solr
3 4 (3.77%) Elasticsearch
3 4 (3.77%) JBoss
3 4 (3.77%) Tomcat
4 2 (1.89%) Confluence
4 2 (1.89%) WebSphere
5 1 (0.94%) IIS
Applications
1 12 (11.32%) Microsoft Excel
1 12 (11.32%) Microsoft Office
2 2 (1.89%) Microsoft PowerPoint
2 2 (1.89%) MS Visio
3 1 (0.94%) SPSS
Business Applications
1 13 (12.26%) BusinessWare
2 5 (4.72%) Exstream
3 1 (0.94%) SAP MDM
Cloud Services
1 4 (3.77%) Adobe Analytics
2 3 (2.83%) Amazon AWS
2 3 (2.83%) Microsoft Azure
3 2 (1.89%) Office 365
4 1 (0.94%) Google Cloud Platform
Communications & Networking
1 1 (0.94%) SAN
1 1 (0.94%) TCP/IP
1 1 (0.94%) VLAN
Database & Business Intelligence
1 26 (24.53%) Hadoop
2 22 (20.75%) Big Data
2 22 (20.75%) Data Warehouse
3 20 (18.87%) BusinessObjects
4 12 (11.32%) Power BI
5 11 (10.38%) QlikView
5 11 (10.38%) SQL Server Integration Services
6 10 (9.43%) Pentaho
7 8 (7.55%) PowerCenter
7 8 (7.55%) SQL Server
8 7 (6.60%) Apache Hive
8 7 (6.60%) Impala
9 6 (5.66%) Cloudera CDH
9 6 (5.66%) DataStage
10 5 (4.72%) MongoDB
11 4 (3.77%) Data Lake
11 4 (3.77%) Spotfire
11 4 (3.77%) SQL Server Analysis Services
11 4 (3.77%) SQL Server Reporting Services
12 3 (2.83%) IBM InfoSphere
Development Applications
1 26 (24.53%) Talend Open Studio
2 9 (8.49%) ERwin
3 8 (7.55%) Oracle Forms
3 8 (7.55%) PowerBuilder
3 8 (7.55%) Team Foundation Server
3 8 (7.55%) Visual Studio Team System
4 7 (6.60%) JIRA
5 5 (4.72%) Git (software)
5 5 (4.72%) Jenkins
6 4 (3.77%) gulp
6 4 (3.77%) JUnit
6 4 (3.77%) Selenium
7 1 (0.94%) PowerDesigner
7 1 (0.94%) Sonatype Nexus
General
1 43 (40.57%) Finance
2 32 (30.19%) Retail
3 15 (14.15%) Banking
4 12 (11.32%) Telecoms
5 6 (5.66%) Games
5 6 (5.66%) Investment Banking
6 5 (4.72%) Spanish Language
7 4 (3.77%) Law
7 4 (3.77%) Manufacturing
7 4 (3.77%) Marketing
8 2 (1.89%) Corporate Banking
8 2 (1.89%) Retail Banking
Job Titles
1 25 (23.58%) Analyst
2 20 (18.87%) Consultant
3 17 (16.04%) Data Consultant
4 14 (13.21%) Developer
5 13 (12.26%) Support Analyst
6 12 (11.32%) Analytics Consultant
6 12 (11.32%) Data Analytics Consultant
6 12 (11.32%) Senior Consultant
6 12 (11.32%) Senior Data Analytics Consultant
7 11 (10.38%) Architect
8 8 (7.55%) Data Architect
8 8 (7.55%) Software Developer
9 4 (3.77%) Business Intelligence Analyst
9 4 (3.77%) Data Analyst
9 4 (3.77%) Data Manager
9 4 (3.77%) Product Owner
9 4 (3.77%) Senior Manager
9 4 (3.77%) Solutions Architect
9 4 (3.77%) SQL Developer
10 3 (2.83%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 9 (8.49%) .NET
1 9 (8.49%) HTML
2 4 (3.77%) AngularJS
3 2 (1.89%) EDI
3 2 (1.89%) Kafka
3 2 (1.89%) Web Services
4 1 (0.94%) HTML5
4 1 (0.94%) JSON
4 1 (0.94%) Middleware
4 1 (0.94%) XML
Miscellaneous
1 19 (17.92%) Analytical Skills
2 12 (11.32%) Life Science
3 8 (7.55%) Data Structures
3 8 (7.55%) Virtual Team
4 2 (1.89%) Algorithms
4 2 (1.89%) Robotics
5 1 (0.94%) Hybrid Cloud
5 1 (0.94%) Mainframe
5 1 (0.94%) PKI
Operating Systems
1 15 (14.15%) AIX
2 11 (10.38%) Unix
3 5 (4.72%) Linux
4 2 (1.89%) Windows
Processes & Methodologies
1 64 (60.38%) ETL
2 55 (51.89%) Agile Software Development
3 47 (44.34%) Business Intelligence
4 45 (42.45%) Data Management
5 34 (32.08%) Analytics
6 32 (30.19%) Data Governance
7 27 (25.47%) Project Management
8 24 (22.64%) Data Modelling
9 21 (19.81%) Stakeholder Management
10 19 (17.92%) Scrum
11 18 (16.98%) Business Development
12 13 (12.26%) Data Mapping
12 13 (12.26%) ITIL
13 12 (11.32%) Business Analytics
13 12 (11.32%) Creative Thinking
13 12 (11.32%) Data Architecture
13 12 (11.32%) PRINCE2
13 12 (11.32%) Requirements Management
14 11 (10.38%) Continuous Improvement
14 11 (10.38%) DevOps
Programming Languages
1 44 (41.51%) SQL
2 20 (18.87%) Java
3 13 (12.26%) JavaScript
4 8 (7.55%) C#
4 8 (7.55%) C++
4 8 (7.55%) Progress 4GL
4 8 (7.55%) Shell Script
5 7 (6.60%) Python
6 4 (3.77%) Bash Shell
6 4 (3.77%) PowerShell
7 2 (1.89%) R
7 2 (1.89%) Scala
8 1 (0.94%) C
8 1 (0.94%) Groovy
8 1 (0.94%) Perl
Qualifications
1 27 (25.47%) Degree
2 2 (1.89%) ISTQB
2 2 (1.89%) Microsoft Certification
3 1 (0.94%) SC Cleared
3 1 (0.94%) Security Cleared
Quality Assurance & Compliance
1 24 (22.64%) Data Quality
2 4 (3.77%) QA
3 1 (0.94%) GDPR
3 1 (0.94%) SLA
System Software
1 1 (0.94%) GPFS
1 1 (0.94%) PowerHA
Systems Management
1 6 (5.66%) Oozie
2 4 (3.77%) logstash
2 4 (3.77%) Opscode Chef
3 1 (0.94%) BladeLogic
3 1 (0.94%) CA Single Sign-On
3 1 (0.94%) CA Wily
3 1 (0.94%) Control-M
3 1 (0.94%) Ganglia
3 1 (0.94%) Tivoli
Vendors
1 46 (43.40%) Informatica
2 30 (28.30%) Oracle
3 28 (26.42%) Microsoft
3 28 (26.42%) Tableau
4 26 (24.53%) Talend
5 22 (20.75%) MicroStrategy
6 15 (14.15%) Alteryx
6 15 (14.15%) webMethods
7 14 (13.21%) IBM
8 13 (12.26%) Teradata
8 13 (12.26%) Vitria
9 9 (8.49%) Netezza
10 8 (7.55%) Progress
11 6 (5.66%) CA
12 5 (4.72%) Adobe
12 5 (4.72%) HP
12 5 (4.72%) MapR
13 4 (3.77%) Cognos
13 4 (3.77%) Trillium
14 3 (2.83%) SAP