Period
to 15 October 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Netezza products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Netezza over the 6 months to 15 October 2018 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 IBM Netezza.

Netezza
UK
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 1087 1075 1056
Rank change year-on-year -12 -19 +11
Permanent jobs citing Netezza 58 105 175
As % of all permanent IT jobs advertised in the UK 0.035% 0.060% 0.092%
As % of the Vendors category 0.082% 0.14% 0.21%
Number of salaries quoted 43 58 144
UK median annual salary £57,500 £54,500 £60,000
Median salary % change year-on-year +5.50% -9.17% -
10th Percentile £37,500 £41,750 £42,650
90th Percentile £78,000 £87,500 £82,500
UK excluding London median annual salary £62,138 £51,277 £50,000
% change year-on-year +21.18% +2.55% -9.09%

Netezza 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 70,487 77,165 83,717
As % of all permanent IT jobs advertised in the UK 42.83% 44.39% 43.96%
Number of salaries quoted 54,645 59,744 67,667
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

Netezza
Job Vacancy Trend

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

Job vacancy trend for Netezza in the UK

Netezza
Salary Trend

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

Salary trend for Netezza in the UK

Netezza
Salary Histogram

The salary distribution of IT jobs citing Netezza over the 6 months to 15 October 2018.

Salary histogram for Netezza in the UK

Netezza
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Netezza within the UK over the 6 months to 15 October 2018. 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 -5 51 £62,138 +12.98% 17
UK excluding London +6 35 £62,138 +21.18% 9
London +6 23 £56,250 -6.25% 9
South West +16 16 £62,138 +42.85% 6
South East +11 7 £45,000 -
Scotland -13 6 £40,000 -20.00% 1
Midlands +15 4 £50,000 -1.96% 2
West Midlands +21 3 £50,000 -1.96% 1
North of England +9 1 - -
North West +4 1 - -
East Midlands - 1 - - 1
Northern Ireland - 1 £45,000 -

For the 6 months to 15 October 2018, IT jobs citing Netezza 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 Netezza.

1 50 (86.21%) ETL
2 48 (82.76%) Data Warehouse
3 40 (68.97%) Informatica
4 32 (55.17%) Oracle
5 30 (51.72%) Agile Software Development
5 30 (51.72%) Big Data
6 29 (50.00%) Teradata
7 27 (46.55%) Analytics
8 26 (44.83%) Hadoop
9 25 (43.10%) SQL
10 24 (41.38%) Business Intelligence
11 23 (39.66%) Finance
11 23 (39.66%) Data Lake
12 22 (37.93%) Data Engineering
12 22 (37.93%) DataStage
13 19 (32.76%) BusinessObjects
14 18 (31.03%) Python
14 18 (31.03%) Tableau
15 16 (27.59%) MicroStrategy
16 14 (24.14%) Ab Initio
16 14 (24.14%) QlikView
16 14 (24.14%) SQL Server Integration Services
17 13 (22.41%) Retail
17 13 (22.41%) Apache Hive
17 13 (22.41%) R
17 13 (22.41%) SQL Server
17 13 (22.41%) Java
17 13 (22.41%) Line Management
18 12 (20.69%) Data Strategy
18 12 (20.69%) Continuous Improvement

Netezza
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 9 (15.52%) Apache Spark
2 6 (10.34%) SAS
3 1 (1.72%) Apache
Applications
1 1 (1.72%) Microsoft Excel
1 1 (1.72%) Microsoft PowerPoint
1 1 (1.72%) SPSS
Cloud Services
1 3 (5.17%) Microsoft Azure
2 2 (3.45%) Amazon AWS
3 1 (1.72%) Cloud Computing
Communications & Networking
1 1 (1.72%) Broadband
Database & Business Intelligence
1 48 (82.76%) Data Warehouse
2 30 (51.72%) Big Data
3 26 (44.83%) Hadoop
4 23 (39.66%) Data Lake
5 22 (37.93%) DataStage
6 19 (32.76%) BusinessObjects
7 14 (24.14%) QlikView
7 14 (24.14%) SQL Server Integration Services
8 13 (22.41%) Apache Hive
8 13 (22.41%) SQL Server
9 10 (17.24%) OLAP
9 10 (17.24%) OLTP
9 10 (17.24%) Oracle OLAP
10 9 (15.52%) Relational Database
11 8 (13.79%) DB2
12 7 (12.07%) Spotfire
13 6 (10.34%) IBM InfoSphere
13 6 (10.34%) NoSQL
13 6 (10.34%) PowerCenter
14 5 (8.62%) SQL Server Reporting Services
Development Applications
1 6 (10.34%) Toad
General
1 23 (39.66%) Finance
2 13 (22.41%) Retail
3 1 (1.72%) Back Office
3 1 (1.72%) Banking
3 1 (1.72%) Investment Banking
Job Titles
1 19 (32.76%) Developer
2 14 (24.14%) Data Warehouse Developer
3 11 (18.97%) Data Engineer
4 10 (17.24%) Architect
4 10 (17.24%) Data Architect
5 7 (12.07%) Analyst
6 6 (10.34%) Business Intelligence Analyst
6 6 (10.34%) Software Developer
6 6 (10.34%) Solutions Architect
7 5 (8.62%) Consultant
7 5 (8.62%) Data Consultant
7 5 (8.62%) Data Warehouse Consultant
7 5 (8.62%) ETL Consultant
7 5 (8.62%) ETL Developer
7 5 (8.62%) Senior Data Engineer
8 4 (6.90%) Big Data Engineer
8 4 (6.90%) Business Intelligence Architect
8 4 (6.90%) Business Intelligence Solutions Architect
8 4 (6.90%) Business Solution Architect
8 4 (6.90%) Informatica Engineer
Libraries, Frameworks & Software Standards
1 1 (1.72%) AngularJS
1 1 (1.72%) Ember.js
1 1 (1.72%) Kafka
1 1 (1.72%) React
1 1 (1.72%) Vue.js
1 1 (1.72%) Web Services
1 1 (1.72%) XML
Miscellaneous
1 7 (12.07%) Analytical Skills
2 6 (10.34%) User Experience
3 5 (8.62%) Computer Science
4 4 (6.90%) Fintech
5 2 (3.45%) Algorithms
5 2 (3.45%) Greenfield Project
5 2 (3.45%) Management Information System
6 1 (1.72%) Data Structures
Operating Systems
1 8 (13.79%) Linux
2 5 (8.62%) Unix
Processes & Methodologies
1 50 (86.21%) ETL
2 30 (51.72%) Agile Software Development
3 27 (46.55%) Analytics
4 24 (41.38%) Business Intelligence
5 22 (37.93%) Data Engineering
6 13 (22.41%) Line Management
7 12 (20.69%) Continuous Improvement
7 12 (20.69%) Data Governance
7 12 (20.69%) Data Strategy
7 12 (20.69%) Stakeholder Management
8 10 (17.24%) Visualisation
9 9 (15.52%) Data Architecture
9 9 (15.52%) Data Modelling
9 9 (15.52%) Kimball Methodology
10 8 (13.79%) Data Visualisation
10 8 (13.79%) Migration
10 8 (13.79%) Waterfall
11 6 (10.34%) Dimensional Modelling
11 6 (10.34%) Lean Six Sigma
11 6 (10.34%) Use Case
Programming Languages
1 25 (43.10%) SQL
2 18 (31.03%) Python
3 13 (22.41%) Java
3 13 (22.41%) R
4 10 (17.24%) Scala
5 8 (13.79%) PL/SQL
6 6 (10.34%) Perl
7 3 (5.17%) Shell Script
8 2 (3.45%) Bash Shell
8 2 (3.45%) JavaScript
8 2 (3.45%) PHP
Qualifications
1 8 (13.79%) Degree
2 5 (8.62%) Computer Science Degree
3 2 (3.45%) Master's Degree
4 1 (1.72%) Security Cleared
Quality Assurance & Compliance
1 11 (18.97%) Data Quality
2 1 (1.72%) MiFID
2 1 (1.72%) QA
System Software
1 4 (6.90%) HDFS
Vendors
1 40 (68.97%) Informatica
2 32 (55.17%) Oracle
3 29 (50.00%) Teradata
4 18 (31.03%) Tableau
5 16 (27.59%) MicroStrategy
6 14 (24.14%) Ab Initio
7 11 (18.97%) Cloudera
8 10 (17.24%) Talend
9 9 (15.52%) SAP
10 8 (13.79%) Hortonworks
10 8 (13.79%) Microsoft
11 6 (10.34%) IBM
12 5 (8.62%) Cognos
12 5 (8.62%) Sybase
13 4 (6.90%) Greenplum
13 4 (6.90%) MapR
13 4 (6.90%) Vertica
13 4 (6.90%) WorldPay