Period
to 23 April 2019

The table below provides summary statistics for permanent job vacancies advertised in Cheshire 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 23 April 2019 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
North West > Cheshire
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 127 173 -
Rank change year-on-year +46 - +144
Permanent jobs citing Ab Initio 13 11 0
As % of all permanent IT jobs advertised in Cheshire 0.61% 0.33% -
As % of the Vendors category 1.53% 0.73% -
Number of salaries quoted 7 1 0
Cheshire median annual salary £47,500 £65,000 -
Median salary % change year-on-year -26.92% - -
North West median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +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 Cheshire.

All Vendors
Cheshire
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 847 1,498 992
As % of all permanent IT jobs advertised in Cheshire 39.90% 44.70% 44.03%
Number of salaries quoted 625 1,098 765
Cheshire median annual salary £42,500 £45,000 £38,500
Median salary % change year-on-year -5.56% +16.88% +1.32%
10th Percentile £24,625 £26,250 £22,500
90th Percentile £66,400 £65,375 £61,250
North West median annual salary £45,000 £43,000 £40,000
% change year-on-year +4.65% +7.50% -

Ab Initio
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Ab Initio in Cheshire

Ab Initio
Salary Trend in Cheshire

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

Salary trend for Ab Initio in Cheshire

Ab Initio
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Ab Initio in Cheshire over the 6 months to 23 April 2019.

Salary histogram for Ab Initio in Cheshire

Ab Initio
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ab Initio within the Cheshire region over the 6 months to 23 April 2019. 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
Knutsford +20 8 £52,500 -
Ab Initio
North West

For the 6 months to 23 April 2019, 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 across the Cheshire region with a requirement for Ab Initio.

1 10 (76.92%) SQL
2 8 (61.54%) Banking
3 7 (53.85%) Data Analysis
3 7 (53.85%) Unix
3 7 (53.85%) ETL
3 7 (53.85%) Data Quality
3 7 (53.85%) Data Structures
4 6 (46.15%) MS Visio
4 6 (46.15%) Python
4 6 (46.15%) Remediation Plan
5 5 (38.46%) Data Lineage
6 4 (30.77%) Machine Learning
6 4 (30.77%) Artificial Intelligence
6 4 (30.77%) Prototyping
6 4 (30.77%) Data Science
7 3 (23.08%) Self-Motivation
7 3 (23.08%) Problem-Solving
7 3 (23.08%) Single Customer View
7 3 (23.08%) Investment Banking
7 3 (23.08%) Data Management
7 3 (23.08%) Java
7 3 (23.08%) Change Management
7 3 (23.08%) Risk Management
7 3 (23.08%) Law
7 3 (23.08%) Stakeholder Management
7 3 (23.08%) Teradata
7 3 (23.08%) Microsoft Excel
7 3 (23.08%) CRM
7 3 (23.08%) Oracle
7 3 (23.08%) SQL Server

Ab Initio
Co-occurring IT Skills in Cheshire 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:

Applications
1 6 (46.15%) MS Visio
2 3 (23.08%) Microsoft Excel
Database & Business Intelligence
1 3 (23.08%) SQL Server
2 2 (15.38%) Big Data
2 2 (15.38%) Hadoop
3 1 (7.69%) MongoDB
3 1 (7.69%) NoSQL
3 1 (7.69%) QlikView
Development Applications
1 3 (23.08%) Team Foundation Server
General
1 8 (61.54%) Banking
2 3 (23.08%) Investment Banking
2 3 (23.08%) Law
3 2 (15.38%) Finance
Job Titles
1 3 (23.08%) Analyst
1 3 (23.08%) Data Analyst
1 3 (23.08%) Data Quality Analyst
1 3 (23.08%) Quality Analyst
2 2 (15.38%) Designer
2 2 (15.38%) Process Designer
3 1 (7.69%) Architect
3 1 (7.69%) Data Architect
3 1 (7.69%) Developer
3 1 (7.69%) Lead Architect
3 1 (7.69%) Lead Data Architect
3 1 (7.69%) MongoDB Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) Anaconda
Miscellaneous
1 7 (53.85%) Data Structures
2 3 (23.08%) Analytical Skills
2 3 (23.08%) Self-Motivation
3 2 (15.38%) Algorithms
3 2 (15.38%) Virtual Team
Operating Systems
1 7 (53.85%) Unix
Processes & Methodologies
1 7 (53.85%) Data Analysis
1 7 (53.85%) ETL
2 6 (46.15%) Remediation Plan
3 5 (38.46%) Data Lineage
4 4 (30.77%) Artificial Intelligence
4 4 (30.77%) Data Science
4 4 (30.77%) Machine Learning
4 4 (30.77%) Prototyping
5 3 (23.08%) Change Management
5 3 (23.08%) CRM
5 3 (23.08%) Data Cleansing
5 3 (23.08%) Data Governance
5 3 (23.08%) Data Management
5 3 (23.08%) Data Modelling
5 3 (23.08%) Data Transformation
5 3 (23.08%) Risk Management
5 3 (23.08%) SDLC
5 3 (23.08%) Single Customer View
5 3 (23.08%) Stakeholder Management
5 3 (23.08%) Wealth Management
Programming Languages
1 10 (76.92%) SQL
2 6 (46.15%) Python
3 3 (23.08%) Java
3 3 (23.08%) Shell Script
4 2 (15.38%) R
Qualifications
1 3 (23.08%) Degree
Quality Assurance & Compliance
1 7 (53.85%) Data Quality
System Software
1 2 (15.38%) HDFS
Vendors
1 3 (23.08%) Oracle
1 3 (23.08%) SAP
1 3 (23.08%) Teradata
1 3 (23.08%) Trillium
2 1 (7.69%) Actuate
2 1 (7.69%) Tableau