Period
to 3 March 2021

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 3 March 2021 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
3 Mar 2021
Same period 2020 Same period 2019
Rank 774 954 1012
Rank change year-on-year +180 +58 +29
Permanent jobs citing Ab Initio 38 55 111
As % of all permanent jobs advertised in the UK 0.050% 0.045% 0.074%
As % of the Vendors category 0.13% 0.11% 0.18%
Number of salaries quoted 31 43 85
Median annual salary £52,500 £70,000 £62,138
Median salary % change year-on-year -25.00% +12.65% -0.58%
10th Percentile £26,989 £33,750 £42,000
90th Percentile £71,500 £87,500 £87,500
UK excluding London median annual salary £51,250 £50,000 £62,138
% change year-on-year +2.50% -19.53% +3.56%

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 28,629 50,334 62,189
As % of all permanent IT jobs advertised in the UK 37.83% 41.20% 41.64%
Number of salaries quoted 21,680 39,075 48,395
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,000 £27,500 £27,500
90th Percentile £85,000 £85,000 £81,250
UK excluding London median annual salary £45,000 £45,000 £45,000

Ab Initio
Job Vacancy Trend

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

Job vacancy trend for Ab Initio in the UK

Ab Initio
Salary Trend

3-month moving average salary quoted in jobs citing Ab Initio.

Salary trend for Ab Initio in the UK

Ab Initio
Salary Histogram

Salary distribution for jobs citing Ab Initio over the 6 months to 3 March 2021.

Salary histogram for Ab Initio 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 6 months to 3 March 2021. 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 +198 30 £55,000 -16.98% 5
UK excluding London +144 20 £51,250 +2.50% 3
London +161 12 £60,000 -25.00% 2
North of England +64 5 £55,000 - 1
North West +54 5 £55,000 - 1
East of England - 5 £27,767 -
Scotland +25 4 £50,000 -39.39%
Midlands +42 3 £52,500 +12.30% 2
Work from Home -98 3 £58,500 +80.00%
South East +133 2 - -
East Midlands - 2 £48,750 - 2
West Midlands +37 1 £52,500 +12.30%
Northern Ireland - 1 £52,500 -

For the 6 months to 3 March 2021, IT jobs citing Ab Initio also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Ab Initio.

1 34 (89.47%) ETL
2 21 (55.26%) SQL
3 17 (44.74%) Finance
4 16 (42.11%) Informatica
4 16 (42.11%) Azure
5 14 (36.84%) Oracle
6 11 (28.95%) Data Modelling
6 11 (28.95%) Data Warehouse
6 11 (28.95%) Big Data
6 11 (28.95%) Analytical Skills
7 10 (26.32%) SaaS
7 10 (26.32%) Data Integration
7 10 (26.32%) Power BI
7 10 (26.32%) Power Platform
8 9 (23.68%) GCP
8 9 (23.68%) Microsoft
8 9 (23.68%) SQL Server
9 8 (21.05%) ITIL
9 8 (21.05%) Windows
9 8 (21.05%) Linux
9 8 (21.05%) CRM
9 8 (21.05%) SharePoint
9 8 (21.05%) HP
9 8 (21.05%) Client/Server
9 8 (21.05%) arcserve
9 8 (21.05%) Change Management
9 8 (21.05%) SUSE
9 8 (21.05%) VMware
9 8 (21.05%) SQL Server Reporting Services
9 8 (21.05%) PaaS

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 8 (21.05%) SharePoint
2 3 (7.89%) Apache
2 3 (7.89%) Apache Spark
3 2 (5.26%) Apache Pig
4 1 (2.63%) Elasticsearch
Cloud Services
1 16 (42.11%) Azure
2 10 (26.32%) Power Platform
2 10 (26.32%) SaaS
3 9 (23.68%) GCP
4 8 (21.05%) Logic Apps
4 8 (21.05%) Microsoft 365
4 8 (21.05%) OneDrive
4 8 (21.05%) PaaS
4 8 (21.05%) PowerApps
5 5 (13.16%) AWS
6 1 (2.63%) Amazon EMR
Database & Business Intelligence
1 11 (28.95%) Big Data
1 11 (28.95%) Data Warehouse
2 10 (26.32%) Power BI
3 9 (23.68%) SQL Server
4 8 (21.05%) Oracle ODI
4 8 (21.05%) SQL Server Reporting Services
5 7 (18.42%) Hadoop
6 6 (15.79%) Apache Hive
6 6 (15.79%) Data Lake
7 5 (13.16%) HBase
8 3 (7.89%) Impala
8 3 (7.89%) NoSQL
8 3 (7.89%) Spark SQL
9 2 (5.26%) DataStage
9 2 (5.26%) MySQL
9 2 (5.26%) QlikView
9 2 (5.26%) RDBMS
9 2 (5.26%) Relational Database
9 2 (5.26%) SQL Server Integration Services
9 2 (5.26%) Tableau
Development Applications
1 1 (2.63%) CA Release Automation
1 1 (2.63%) Git (software)
1 1 (2.63%) Sonatype Nexus
1 1 (2.63%) TeamCity
General
1 17 (44.74%) Finance
2 1 (2.63%) Banking
2 1 (2.63%) Public Sector
2 1 (2.63%) Retail Banking
Job Titles
1 11 (28.95%) Developer
2 9 (23.68%) Data Engineer
3 8 (21.05%) Ab Initio Developer
3 8 (21.05%) Systems Engineer
4 7 (18.42%) Architect
4 7 (18.42%) ETL Developer
5 6 (15.79%) Data Architect
6 3 (7.89%) Ab Initio Architect
6 3 (7.89%) Data Warehouse Developer
7 2 (5.26%) Informatica Developer
7 2 (5.26%) Informatica ETL Developer
7 2 (5.26%) SaaS Architect
7 2 (5.26%) Senior Data Engineer
8 1 (2.63%) Ab Initio Consultant
8 1 (2.63%) Cloud Architect
8 1 (2.63%) Data Consultant
8 1 (2.63%) Data Migration Consultant
8 1 (2.63%) Development Engineer
8 1 (2.63%) Java Engineer
8 1 (2.63%) Support Engineer
Libraries, Frameworks & Software Standards
1 3 (7.89%) Kafka
2 2 (5.26%) Apache NiFi
3 1 (2.63%) Web Services
Miscellaneous
1 11 (28.95%) Analytical Skills
2 8 (21.05%) Client/Server
3 4 (10.53%) Reference Data
4 2 (5.26%) Cybercrime
5 1 (2.63%) Analytical Mindset
Operating Systems
1 8 (21.05%) Linux
1 8 (21.05%) SUSE
1 8 (21.05%) Windows
1 8 (21.05%) Windows Server
2 5 (13.16%) Unix
Processes & Methodologies
1 34 (89.47%) ETL
2 11 (28.95%) Data Modelling
3 10 (26.32%) Data Integration
4 8 (21.05%) Change Management
4 8 (21.05%) Continuous Improvement
4 8 (21.05%) CRM
4 8 (21.05%) ITIL
4 8 (21.05%) Problem-Solving
5 7 (18.42%) Dimensional Modelling
6 6 (15.79%) Business Intelligence
6 6 (15.79%) Data Architecture
6 6 (15.79%) Decision-Making
6 6 (15.79%) Open Source
7 5 (13.16%) Analytics
7 5 (13.16%) Configuration Management
7 5 (13.16%) Test Strategy
8 4 (10.53%) Agile Software Development
8 4 (10.53%) Data Analysis
8 4 (10.53%) Stakeholder Management
8 4 (10.53%) Test Automation
Programming Languages
1 21 (55.26%) SQL
2 6 (15.79%) PL/SQL
3 4 (10.53%) Python
3 4 (10.53%) Shell Script
4 2 (5.26%) Java
5 1 (2.63%) Bash Shell
5 1 (2.63%) Scala
Qualifications
1 4 (10.53%) Security Cleared
2 3 (7.89%) SC Cleared
3 1 (2.63%) Degree
3 1 (2.63%) DV Cleared
Quality Assurance & Compliance
1 7 (18.42%) Data Quality
System Software
1 8 (21.05%) vSphere
2 6 (15.79%) HDFS
3 3 (7.89%) Apache ZooKeeper
4 1 (2.63%) Apache Flume
Systems Management
1 3 (7.89%) Hadoop YARN
Vendors
1 16 (42.11%) Informatica
2 14 (36.84%) Oracle
3 9 (23.68%) Microsoft
4 8 (21.05%) arcserve
4 8 (21.05%) HP
4 8 (21.05%) VMware
5 4 (10.53%) Cloudera
5 4 (10.53%) Google
5 4 (10.53%) Teradata
6 3 (7.89%) Talend
7 2 (5.26%) Cognos
7 2 (5.26%) MicroStrategy
7 2 (5.26%) Netezza
8 1 (2.63%) Hortonworks
8 1 (2.63%) IBM
8 1 (2.63%) Salesforce.com
8 1 (2.63%) SAP
8 1 (2.63%) TIBCO