Period
to 19 November 2017

The table below provides summary statistics for permanent job vacancies 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 19 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
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1085 1078 1053
Rank change year-on-year -7 -25 -45
Permanent jobs citing Ab Initio 113 140 256
As % of all permanent IT jobs advertised in the UK 0.063% 0.074% 0.12%
As % of the Vendors category 0.14% 0.17% 0.26%
Number of salaries quoted 73 108 242
UK median annual salary £57,500 £61,750 £52,500
Median salary % change year-on-year -6.88% +17.62% -12.50%
10th Percentile £37,000 £38,750 £35,000
90th Percentile £100,000 £88,750 £87,500
UK excluding London median annual salary £57,500 £52,500 £47,500
% change year-on-year +9.52% +10.53% -20.83%

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 79389 82710 99941
As % of all permanent IT jobs advertised in the UK 44.54% 43.84% 45.72%
Number of salaries quoted 61363 66769 81384
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

Ab Initio
Job Vacancy Trend

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

Job vacancy trend for Ab Initio 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.

Salary trend for Ab Initio in the UK

Ab Initio
Salary Histogram

The salary distribution of IT jobs citing Ab Initio over the 6 months to 19 November 2017.

Salary histogram for Ab Initio in the UK

Ab Initio
Top 11 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 6 months to 19 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
England +10 105 £57,500 -6.88% 4
UK excluding London +34 61 £57,500 +9.52% 3
London -18 49 £67,500 -3.57% 2
South East +66 30 £57,500 -17.86% 1
North West -21 10 £55,000 +22.22% 1
North of England -21 10 £55,000 +37.50% 1
East of England +26 9 £38,000 -
Scotland -4 6 £60,000 -
Midlands +32 4 £44,000 +10.00%
West Midlands +14 4 £44,000 +10.00%
Wales - 2 £57,500 - 1

For the 6 months to 19 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 with a requirement for Ab Initio.

1 66 (58.41%) ETL
2 56 (49.56%) Agile Software Development
3 49 (43.36%) Finance
4 46 (40.71%) Business Intelligence
5 45 (39.82%) Informatica
5 45 (39.82%) Data Management
6 44 (38.94%) SQL
7 37 (32.74%) Analytics
8 32 (28.32%) Retail
9 31 (27.43%) Degree
9 31 (27.43%) Data Governance
10 30 (26.55%) Hadoop
10 30 (26.55%) Oracle
11 28 (24.78%) Microsoft
11 28 (24.78%) Tableau
12 27 (23.89%) Project Management
13 26 (23.01%) Data Modelling
13 26 (23.01%) Talend
13 26 (23.01%) Talend Open Studio
14 25 (22.12%) Big Data
15 24 (21.24%) Data Warehouse
16 23 (20.35%) Data Quality
16 23 (20.35%) Analytical Skills
17 22 (19.47%) MicroStrategy
18 21 (18.58%) BusinessObjects
18 21 (18.58%) Stakeholder Management
19 20 (17.70%) Java
20 19 (16.81%) Scrum
21 18 (15.93%) Business Development
21 18 (15.93%) Banking

Ab Initio
Co-occurring 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 13 (11.50%) SAS
2 11 (9.73%) Apache Spark
3 4 (3.54%) Apache
3 4 (3.54%) Apache Solr
3 4 (3.54%) Elasticsearch
3 4 (3.54%) JBoss
3 4 (3.54%) Tomcat
4 2 (1.77%) Confluence
4 2 (1.77%) WebSphere
5 1 (0.88%) IIS
Applications
1 12 (10.62%) Microsoft Excel
1 12 (10.62%) Microsoft Office
2 2 (1.77%) Microsoft PowerPoint
2 2 (1.77%) MS Visio
3 1 (0.88%) SPSS
Business Applications
1 13 (11.50%) BusinessWare
2 6 (5.31%) Exstream
3 1 (0.88%) SAP MDM
Cloud Services
1 4 (3.54%) Adobe Analytics
2 3 (2.65%) Amazon AWS
2 3 (2.65%) Microsoft Azure
3 2 (1.77%) Office 365
4 1 (0.88%) Google Cloud Platform
Communications & Networking
1 1 (0.88%) SAN
1 1 (0.88%) TCP/IP
1 1 (0.88%) VLAN
Database & Business Intelligence
1 30 (26.55%) Hadoop
2 25 (22.12%) Big Data
3 24 (21.24%) Data Warehouse
4 21 (18.58%) BusinessObjects
5 12 (10.62%) Power BI
6 11 (9.73%) QlikView
6 11 (9.73%) SQL Server Integration Services
7 10 (8.85%) Pentaho
8 8 (7.08%) PowerCenter
8 8 (7.08%) SQL Server
9 7 (6.19%) Apache Hive
9 7 (6.19%) Impala
10 6 (5.31%) Cloudera CDH
10 6 (5.31%) DataStage
11 5 (4.42%) Data Lake
11 5 (4.42%) MongoDB
12 4 (3.54%) Spotfire
12 4 (3.54%) SQL Server Analysis Services
12 4 (3.54%) SQL Server Reporting Services
13 3 (2.65%) Relational Database
Development Applications
1 26 (23.01%) Talend Open Studio
2 9 (7.96%) ERwin
3 8 (7.08%) Oracle Forms
3 8 (7.08%) PowerBuilder
3 8 (7.08%) Team Foundation Server
3 8 (7.08%) Visual Studio Team System
4 7 (6.19%) JIRA
5 5 (4.42%) Git (software)
5 5 (4.42%) Jenkins
6 4 (3.54%) gulp
6 4 (3.54%) JUnit
6 4 (3.54%) Selenium
7 1 (0.88%) PowerDesigner
7 1 (0.88%) Sonatype Nexus
General
1 49 (43.36%) Finance
2 32 (28.32%) Retail
3 18 (15.93%) Banking
4 12 (10.62%) Telecoms
5 6 (5.31%) Games
5 6 (5.31%) Investment Banking
6 5 (4.42%) Spanish Language
7 4 (3.54%) Law
7 4 (3.54%) Manufacturing
7 4 (3.54%) Marketing
8 2 (1.77%) Corporate Banking
8 2 (1.77%) Retail Banking
Job Titles
1 25 (22.12%) Analyst
2 19 (16.81%) Consultant
3 16 (14.16%) Data Consultant
4 14 (12.39%) Developer
5 13 (11.50%) Support Analyst
6 12 (10.62%) Analytics Consultant
6 12 (10.62%) Data Analytics Consultant
6 12 (10.62%) Senior Consultant
6 12 (10.62%) Senior Data Analytics Consultant
7 11 (9.73%) Architect
8 8 (7.08%) Data Architect
8 8 (7.08%) Software Developer
9 6 (5.31%) Senior Manager
10 4 (3.54%) Business Intelligence Analyst
10 4 (3.54%) Data Analyst
10 4 (3.54%) Data Manager
10 4 (3.54%) Product Owner
10 4 (3.54%) Solutions Architect
10 4 (3.54%) SQL Developer
11 3 (2.65%) Big Data Manager
Libraries, Frameworks & Software Standards
1 9 (7.96%) .NET
1 9 (7.96%) HTML
2 4 (3.54%) AngularJS
3 3 (2.65%) Middleware
4 2 (1.77%) EDI
4 2 (1.77%) Kafka
4 2 (1.77%) Web Services
5 1 (0.88%) HTML5
5 1 (0.88%) JSON
5 1 (0.88%) XML
Miscellaneous
1 23 (20.35%) Analytical Skills
2 12 (10.62%) Life Science
3 8 (7.08%) Virtual Team
4 7 (6.19%) Data Structures
5 2 (1.77%) Algorithms
5 2 (1.77%) N-Tier
5 2 (1.77%) Robotics
6 1 (0.88%) Hybrid Cloud
6 1 (0.88%) Mainframe
6 1 (0.88%) PKI
Operating Systems
1 15 (13.27%) AIX
2 11 (9.73%) Unix
3 5 (4.42%) Linux
4 2 (1.77%) Windows
Processes & Methodologies
1 66 (58.41%) ETL
2 56 (49.56%) Agile Software Development
3 46 (40.71%) Business Intelligence
4 45 (39.82%) Data Management
5 37 (32.74%) Analytics
6 31 (27.43%) Data Governance
7 27 (23.89%) Project Management
8 26 (23.01%) Data Modelling
9 21 (18.58%) Stakeholder Management
10 19 (16.81%) Scrum
11 18 (15.93%) Business Development
12 13 (11.50%) Data Mapping
12 13 (11.50%) ITIL
13 12 (10.62%) Business Analytics
13 12 (10.62%) Creative Thinking
13 12 (10.62%) PRINCE2
13 12 (10.62%) Requirements Management
14 11 (9.73%) Data Architecture
14 11 (9.73%) DevOps
14 11 (9.73%) TOGAF
Programming Languages
1 44 (38.94%) SQL
2 20 (17.70%) Java
3 13 (11.50%) JavaScript
4 8 (7.08%) C#
4 8 (7.08%) C++
4 8 (7.08%) Progress 4GL
4 8 (7.08%) Shell Script
5 7 (6.19%) Python
6 4 (3.54%) Bash Shell
6 4 (3.54%) PowerShell
7 2 (1.77%) COBOL
7 2 (1.77%) JCL
7 2 (1.77%) R
7 2 (1.77%) Scala
8 1 (0.88%) C
8 1 (0.88%) Groovy
8 1 (0.88%) Perl
Qualifications
1 31 (27.43%) Degree
2 2 (1.77%) ISTQB
2 2 (1.77%) Microsoft Certification
3 1 (0.88%) SC Cleared
3 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 23 (20.35%) Data Quality
2 4 (3.54%) QA
3 1 (0.88%) GDPR
3 1 (0.88%) SLA
System Software
1 1 (0.88%) GPFS
1 1 (0.88%) PowerHA
Systems Management
1 6 (5.31%) Oozie
2 4 (3.54%) logstash
2 4 (3.54%) Opscode Chef
3 1 (0.88%) BladeLogic
3 1 (0.88%) CA Single Sign-On
3 1 (0.88%) CA Wily
3 1 (0.88%) Control-M
3 1 (0.88%) Ganglia
3 1 (0.88%) Tivoli
Vendors
1 45 (39.82%) Informatica
2 30 (26.55%) Oracle
3 28 (24.78%) Microsoft
3 28 (24.78%) Tableau
4 26 (23.01%) Talend
5 22 (19.47%) MicroStrategy
6 15 (13.27%) Alteryx
6 15 (13.27%) webMethods
7 14 (12.39%) IBM
8 13 (11.50%) Teradata
8 13 (11.50%) Vitria
9 9 (7.96%) Netezza
10 8 (7.08%) Progress
11 6 (5.31%) CA
11 6 (5.31%) HP
12 5 (4.42%) Adobe
12 5 (4.42%) MapR
13 4 (3.54%) Cognos
13 4 (3.54%) Trillium
14 3 (2.65%) SAP