Period
to 27 May 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 27 May 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
27 May 2018
Same period 2017 Same period 2016
Rank 1083 1072 1054
Rank change year-on-year -11 -18 +40
Permanent jobs citing Netezza 92 94 225
As % of all permanent IT jobs advertised in the UK 0.053% 0.055% 0.11%
As % of the Vendors category 0.12% 0.12% 0.25%
Number of salaries quoted 53 50 146
UK median annual salary £45,000 £60,000 £57,500
Median salary % change year-on-year -25.00% +4.35% -3.36%
10th Percentile £37,500 £42,425 £39,500
90th Percentile £87,500 £83,250 £87,500
UK excluding London median annual salary £45,000 £49,250 £55,000
% change year-on-year -8.63% -10.45% +7.84%

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 76,736 75,556 91,135
As % of all permanent IT jobs advertised in the UK 44.54% 44.28% 45.43%
Number of salaries quoted 60,060 60,713 74,339
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -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 27 May 2018.

Salary histogram for Netezza in the UK

Netezza
Top 10 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 27 May 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 -4 82 £50,000 -16.67% 11
London -12 57 £65,000 +4.00% 8
UK excluding London +6 35 £45,000 -8.63% 6
Midlands +31 12 £45,000 -11.98% 1
West Midlands +14 12 £45,000 -11.98% 1
South East +3 11 £57,500 -23.33% 1
Scotland -43 10 £40,000 - 3
North of England +8 1 £47,500 - 1
North West -6 1 £47,500 -
East of England - 1 - -

For the 6 months to 27 May 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 68 (73.91%) ETL
2 60 (65.22%) Oracle
3 56 (60.87%) SQL
4 55 (59.78%) Data Warehouse
5 48 (52.17%) Business Intelligence
6 44 (47.83%) Teradata
7 43 (46.74%) Java
8 42 (45.65%) Analytics
9 41 (44.57%) Tableau
10 39 (42.39%) Hadoop
11 37 (40.22%) Python
11 37 (40.22%) Informatica
12 36 (39.13%) Linux
12 36 (39.13%) Agile Software Development
12 36 (39.13%) QlikView
12 36 (39.13%) Big Data
13 31 (33.70%) DB2
13 31 (33.70%) BusinessObjects
14 26 (28.26%) SAS
15 23 (25.00%) R
16 22 (23.91%) Analytical Skills
17 21 (22.83%) Relational Database
18 20 (21.74%) SPSS
19 19 (20.65%) Visualisation
19 19 (20.65%) Hortonworks
20 18 (19.57%) Data Visualisation
20 18 (19.57%) Apache Hive
20 18 (19.57%) Data Lake
20 18 (19.57%) Perl
20 18 (19.57%) Degree

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 26 (28.26%) SAS
2 15 (16.30%) Apache
3 13 (14.13%) Apache Spark
4 3 (3.26%) Apache Pig
5 1 (1.09%) Oracle SOA Suite
Applications
1 20 (21.74%) SPSS
Business Applications
1 2 (2.17%) Cognos Business Intelligence
Cloud Services
1 15 (16.30%) Cloud Computing
2 12 (13.04%) Amazon AWS
3 8 (8.70%) Google Cloud Platform
4 7 (7.61%) Microsoft Azure
5 5 (5.43%) Amazon Kinesis
6 2 (2.17%) IaaS
6 2 (2.17%) PaaS
6 2 (2.17%) SaaS
7 1 (1.09%) Amazon EC2
7 1 (1.09%) Amazon EMR
Database & Business Intelligence
1 55 (59.78%) Data Warehouse
2 39 (42.39%) Hadoop
3 36 (39.13%) Big Data
3 36 (39.13%) QlikView
4 31 (33.70%) BusinessObjects
4 31 (33.70%) DB2
5 21 (22.83%) Relational Database
6 18 (19.57%) Apache Hive
6 18 (19.57%) Data Lake
7 17 (18.48%) NoSQL
8 16 (17.39%) Sqoop
9 15 (16.30%) RDBMS
9 15 (16.30%) Spotfire
10 14 (15.22%) HBase
10 14 (15.22%) OLAP
10 14 (15.22%) Oracle OLAP
11 13 (14.13%) SQL Server
12 12 (13.04%) DataStage
12 12 (13.04%) IBM InfoSphere
12 12 (13.04%) SQL Server Integration Services
Development Applications
1 5 (5.43%) Toad
General
1 16 (17.39%) Finance
1 16 (17.39%) Retail
2 8 (8.70%) Banking
3 1 (1.09%) Manufacturing
3 1 (1.09%) Pharmaceutical
3 1 (1.09%) Publishing
Job Titles
1 23 (25.00%) Developer
2 18 (19.57%) Data Warehouse Developer
3 15 (16.30%) Data Engineer
4 14 (15.22%) Analytics Manager
4 14 (15.22%) Data Analytics Manager
5 10 (10.87%) Analyst
5 10 (10.87%) Architect
5 10 (10.87%) Data Architect
6 8 (8.70%) Consultant
6 8 (8.70%) Data Consultant
6 8 (8.70%) Data Warehouse Consultant
6 8 (8.70%) ETL Consultant
6 8 (8.70%) Software Developer
7 6 (6.52%) Business Intelligence Manager
7 6 (6.52%) Business Intelligence Project Manager
7 6 (6.52%) Project Manager
8 5 (5.43%) Data Warehouse Test Analyst
8 5 (5.43%) SQL Analyst
8 5 (5.43%) Test Data Analyst
8 5 (5.43%) Test Leader
Libraries, Frameworks & Software Standards
1 11 (11.96%) HTML
2 6 (6.52%) Web Services
2 6 (6.52%) XML
3 5 (5.43%) AngularJS
3 5 (5.43%) CSS
3 5 (5.43%) D3.js
3 5 (5.43%) HTML5
3 5 (5.43%) React
4 2 (2.17%) Kafka
5 1 (1.09%) MLlib
Miscellaneous
1 22 (23.91%) Analytical Skills
2 13 (14.13%) Fintech
2 13 (14.13%) User Experience
3 6 (6.52%) Computer Science
3 6 (6.52%) Reinsurance
4 5 (5.43%) PMI
5 1 (1.09%) Greenfield Project
Operating Systems
1 36 (39.13%) Linux
2 10 (10.87%) Unix
Processes & Methodologies
1 68 (73.91%) ETL
2 48 (52.17%) Business Intelligence
3 42 (45.65%) Analytics
4 36 (39.13%) Agile Software Development
5 19 (20.65%) Visualisation
6 18 (19.57%) Data Visualisation
7 17 (18.48%) Creative Thinking
7 17 (18.48%) Data Migration
7 17 (18.48%) Migration
8 16 (17.39%) Data Engineering
9 15 (16.30%) Open Source
10 14 (15.22%) MapReduce
10 14 (15.22%) Performance Improvement
10 14 (15.22%) Requirements Management
11 13 (14.13%) Master Data Management
12 12 (13.04%) Kimball Methodology
13 11 (11.96%) BDD
13 11 (11.96%) Data Analytics
13 11 (11.96%) Data Modelling
13 11 (11.96%) TDD
Programming Languages
1 56 (60.87%) SQL
2 43 (46.74%) Java
3 37 (40.22%) Python
4 23 (25.00%) R
5 18 (19.57%) Perl
6 16 (17.39%) PL/SQL
7 15 (16.30%) PHP
8 5 (5.43%) JavaScript
9 2 (2.17%) Scala
10 1 (1.09%) Bash Shell
10 1 (1.09%) Shell Script
Qualifications
1 18 (19.57%) Degree
2 15 (16.30%) Master's Degree
3 5 (5.43%) PMI Certification
4 3 (3.26%) Computer Science Degree
Quality Assurance & Compliance
1 15 (16.30%) Data Quality
2 3 (3.26%) GCP
System Software
1 13 (14.13%) HDFS
2 1 (1.09%) Apache Flume
Systems Management
1 1 (1.09%) Opscode Chef
Vendors
1 60 (65.22%) Oracle
2 44 (47.83%) Teradata
3 41 (44.57%) Tableau
4 37 (40.22%) Informatica
5 19 (20.65%) Hortonworks
6 17 (18.48%) Talend
7 16 (17.39%) Cognos
7 16 (17.39%) MicroStrategy
7 16 (17.39%) Sybase
8 15 (16.30%) WorldPay
9 13 (14.13%) SAP
10 12 (13.04%) Cloudera
11 10 (10.87%) IBM
12 8 (8.70%) Microsoft
13 7 (7.61%) Greenplum
13 7 (7.61%) Vertica
14 5 (5.43%) Alteryx
14 5 (5.43%) Google
15 1 (1.09%) Ab Initio