Period
to 25 October 2020

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 25 October 2020 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
25 Oct 2020
Same period 2019 Same period 2018
Rank 654 1002 1053
Rank change year-on-year +348 +51 +61
Permanent jobs citing Ab Initio 31 67 109
As % of all permanent jobs advertised in the UK 0.063% 0.049% 0.066%
As % of the Vendors category 0.16% 0.12% 0.16%
Number of salaries quoted 15 47 86
Median annual salary £52,500 £65,000 £62,319
Median salary % change year-on-year -19.23% +4.30% +13.31%
10th Percentile £40,800 £39,232 £44,875
90th Percentile £68,250 £82,500 £87,500
UK excluding London median annual salary £52,500 £61,500 £62,138
% change year-on-year -14.63% -1.03% +12.98%

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 19,054 57,188 69,734
As % of all permanent IT jobs advertised in the UK 39.01% 42.00% 42.40%
Number of salaries quoted 15,018 43,486 54,033
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £27,000 £27,000
90th Percentile £86,250 £82,500 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 25 October 2020.

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 25 October 2020. 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 +351 25 £53,750 -17.31% 8
UK excluding London +295 24 £52,500 -14.63% 4
Midlands +136 12 £50,000 +20.48% 2
East Midlands +110 12 £50,000 - 1
London +243 7 £58,500 -19.31% 4
South East +219 5 £52,500 -19.23% 1
Scotland +91 5 £51,750 -26.07%
Work from Home - 2 £58,500 -
Northern Ireland +22 1 £52,500 +61.54%
North West - 1 £55,000 - 1
North of England - 1 £55,000 - 1

For the 6 months to 25 October 2020, 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 25 (80.65%) ETL
2 21 (67.74%) Oracle
3 16 (51.61%) Finance
3 16 (51.61%) Big Data
4 14 (45.16%) Hadoop
4 14 (45.16%) Informatica
4 14 (45.16%) SQL
5 13 (41.94%) Data Lake
6 12 (38.71%) Data Modelling
6 12 (38.71%) Teradata
6 12 (38.71%) Test Automation
7 11 (35.48%) Apache Hive
7 11 (35.48%) HDFS
7 11 (35.48%) Agile Software Development
8 10 (32.26%) Unix
8 10 (32.26%) Analytical Skills
8 10 (32.26%) HBase
9 9 (29.03%) Apache ZooKeeper
9 9 (29.03%) Cloudera
9 9 (29.03%) Data Quality
9 9 (29.03%) Hadoop YARN
9 9 (29.03%) Relational Database
9 9 (29.03%) DevOps
9 9 (29.03%) Impala
9 9 (29.03%) Business Intelligence
9 9 (29.03%) RDBMS
9 9 (29.03%) Shell Script
10 8 (25.81%) Banking
10 8 (25.81%) Oracle ODI
10 8 (25.81%) Spark SQL

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 6 (19.35%) Apache Spark
2 1 (3.23%) Apache
2 1 (3.23%) Apache Pig
2 1 (3.23%) SAS
Cloud Services
1 8 (25.81%) AWS
2 4 (12.90%) GCP
3 3 (9.68%) SaaS
4 2 (6.45%) Azure
5 1 (3.23%) Cloud Computing
Database & Business Intelligence
1 16 (51.61%) Big Data
2 14 (45.16%) Hadoop
3 13 (41.94%) Data Lake
4 11 (35.48%) Apache Hive
5 10 (32.26%) HBase
6 9 (29.03%) Impala
6 9 (29.03%) RDBMS
6 9 (29.03%) Relational Database
7 8 (25.81%) Oracle ODI
7 8 (25.81%) Spark SQL
8 7 (22.58%) MySQL
9 6 (19.35%) Data Warehouse
10 3 (9.68%) DataStage
10 3 (9.68%) SQL Server
10 3 (9.68%) SQL Server Integration Services
11 2 (6.45%) BigQuery
11 2 (6.45%) NoSQL
11 2 (6.45%) Oracle Database
12 1 (3.23%) QlikView
Development Applications
1 2 (6.45%) CA Release Automation
1 2 (6.45%) Git (software)
1 2 (6.45%) Sonatype Nexus
1 2 (6.45%) TeamCity
General
1 16 (51.61%) Finance
2 8 (25.81%) Banking
3 1 (3.23%) Financial Institution
3 1 (3.23%) Public Sector
3 1 (3.23%) Retail Banking
Job Titles
1 17 (54.84%) Developer
2 12 (38.71%) ETL Developer
3 7 (22.58%) Data Engineer
4 6 (19.35%) Ab Initio Developer
5 4 (12.90%) Architect
5 4 (12.90%) Data Architect
6 3 (9.68%) SaaS Architect
6 3 (9.68%) Senior Developer
7 2 (6.45%) Big Data Developer
7 2 (6.45%) Designer
7 2 (6.45%) ETL Designer
7 2 (6.45%) Hadoop Developer
7 2 (6.45%) Informatica Developer
7 2 (6.45%) Informatica ETL Developer
7 2 (6.45%) Senior Big Data Developer
7 2 (6.45%) Senior ETL Developer
7 2 (6.45%) Senior Hadoop Developer
8 1 (3.23%) QA Engineer
8 1 (3.23%) QA Test Engineer
8 1 (3.23%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (6.45%) Kafka
2 1 (3.23%) Apache NiFi
2 1 (3.23%) Spring
Miscellaneous
1 10 (32.26%) Analytical Skills
2 5 (16.13%) Credit Risk
3 2 (6.45%) Analytical Mindset
3 2 (6.45%) Cybercrime
3 2 (6.45%) Reference Data
4 1 (3.23%) Management Information System
Operating Systems
1 10 (32.26%) Unix
Processes & Methodologies
1 25 (80.65%) ETL
2 12 (38.71%) Data Modelling
2 12 (38.71%) Test Automation
3 11 (35.48%) Agile Software Development
4 9 (29.03%) Business Intelligence
4 9 (29.03%) DevOps
5 8 (25.81%) Stakeholder Management
6 7 (22.58%) Analytics
6 7 (22.58%) BDD
6 7 (22.58%) Continuous Integration
6 7 (22.58%) Data Management
6 7 (22.58%) Deployment Automation
6 7 (22.58%) Physical Data Model
6 7 (22.58%) Task Automation
7 6 (19.35%) Data Governance
7 6 (19.35%) Data Integration
7 6 (19.35%) Statistical Modelling
8 5 (16.13%) Data Reconciliation
8 5 (16.13%) GAP Analysis
8 5 (16.13%) Infrastructure Engineering
Programming Languages
1 14 (45.16%) SQL
2 9 (29.03%) Shell Script
3 7 (22.58%) Python
4 4 (12.90%) Java
5 2 (6.45%) Scala
6 1 (3.23%) Bash Shell
6 1 (3.23%) PL/SQL
6 1 (3.23%) T-SQL
Qualifications
1 6 (19.35%) Security Cleared
2 4 (12.90%) SC Cleared
3 3 (9.68%) Degree
4 2 (6.45%) DV Cleared
Quality Assurance & Compliance
1 9 (29.03%) Data Quality
2 6 (19.35%) Sarbanes-Oxley
3 1 (3.23%) IFRS
3 1 (3.23%) IFRS 9
3 1 (3.23%) QA
System Software
1 11 (35.48%) HDFS
2 9 (29.03%) Apache ZooKeeper
3 1 (3.23%) Tivoli Workload Scheduler
Systems Management
1 9 (29.03%) Hadoop YARN
2 1 (3.23%) Tivoli
Vendors
1 21 (67.74%) Oracle
2 14 (45.16%) Informatica
3 12 (38.71%) Teradata
4 9 (29.03%) Cloudera
5 4 (12.90%) Google
6 1 (3.23%) Microsoft
6 1 (3.23%) MicroStrategy
6 1 (3.23%) SAP
6 1 (3.23%) Talend
6 1 (3.23%) TIBCO