Period
to 24 August 2017

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 24 August 2017 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
24 Aug 2017
Same period 2016 Same period 2015
Rank 1058 1041 1041
Rank change year-on-year -17 0 +66
Permanent jobs citing Netezza 117 204 250
As % of all permanent IT jobs advertised in the UK 0.067% 0.10% 0.12%
As % of the Vendors category 0.15% 0.23% 0.25%
Number of salaries quoted 60 154 223
UK median annual salary £55,000 £57,500 £60,000
Median salary % change year-on-year -4.35% -4.17% -
10th Percentile £42,450 £38,750 £43,750
90th Percentile £80,000 £75,850 £89,750
UK excluding London median annual salary £51,250 £50,000 £51,500
% change year-on-year +2.50% -2.91% -0.96%

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 78239 87109 100490
As % of all permanent IT jobs advertised in the UK 44.52% 44.36% 46.40%
Number of salaries quoted 60776 70815 81213
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 24 August 2017.

Salary histogram for Netezza in the UK

Netezza
Top 11 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 24 August 2017. 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 -37 93 £56,250 -2.17% 10
London -15 63 £62,500 +4.17% 8
UK excluding London -4 52 £51,250 +2.50% 2
Scotland +16 21 £50,000 -
North of England -10 19 £55,000 +10.00%
Yorkshire +16 15 £55,000 +10.00%
Midlands +24 10 £51,000 +7.37% 1
West Midlands +18 10 £51,000 +7.37% 1
North West -29 4 £55,000 -4.35%
Wales +5 1 £45,000 -
South West - 1 £43,500 -

For the 6 months to 24 August 2017, IT jobs citing Netezza also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Netezza.

1 79 (67.52%) Business Intelligence
2 77 (65.81%) ETL
3 72 (61.54%) SQL
4 66 (56.41%) Data Warehouse
5 56 (47.86%) Agile Software Development
6 51 (43.59%) Tableau
7 49 (41.88%) Oracle
8 46 (39.32%) Teradata
9 44 (37.61%) Big Data
9 44 (37.61%) Analytics
10 43 (36.75%) SAS
11 38 (32.48%) IBM
12 36 (30.77%) Java
12 36 (30.77%) Linux
13 34 (29.06%) Informatica
14 33 (28.21%) Hadoop
15 31 (26.50%) Data Quality
16 29 (24.79%) Data Modelling
16 29 (24.79%) Analytical Skills
17 28 (23.93%) DataStage
17 28 (23.93%) Information Management
18 27 (23.08%) MicroStrategy
19 25 (21.37%) Relational Database
20 24 (20.51%) RDBMS
20 24 (20.51%) Python
20 24 (20.51%) SQL Server
21 22 (18.80%) BusinessObjects
21 22 (18.80%) Data Management
21 22 (18.80%) R
21 22 (18.80%) IBM InfoSphere

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 43 (36.75%) SAS
2 18 (15.38%) Apache
3 14 (11.97%) Apache Spark
4 6 (5.13%) Apache Pig
4 6 (5.13%) Elasticsearch
5 3 (2.56%) Apache Solr
5 3 (2.56%) Confluence
5 3 (2.56%) Tomcat
6 2 (1.71%) JBoss
6 2 (1.71%) WebLogic
6 2 (1.71%) WebSphere
7 1 (0.85%) Oracle Application Server
Applications
1 19 (16.24%) SPSS
2 5 (4.27%) Microsoft Excel
3 4 (3.42%) Microsoft PowerPoint
4 3 (2.56%) SPSS Modeler
Business Applications
1 4 (3.42%) Cognos Business Intelligence
2 1 (0.85%) Oracle EBS
2 1 (0.85%) SAP ERP
Cloud Services
1 17 (14.53%) Amazon AWS
2 14 (11.97%) Cloud Computing
3 6 (5.13%) Amazon EMR
4 5 (4.27%) Google Cloud Platform
5 4 (3.42%) Adobe Analytics
5 4 (3.42%) Microsoft Azure
6 3 (2.56%) Amazon EC2
7 1 (0.85%) Amazon Kinesis
7 1 (0.85%) CloudBees
7 1 (0.85%) Cortana Intelligence Suite
Communications & Networking
1 2 (1.71%) HTTP
1 2 (1.71%) LDAP
1 2 (1.71%) SSL
2 1 (0.85%) Fibre Channel
2 1 (0.85%) Internet
2 1 (0.85%) SAN
Database & Business Intelligence
1 66 (56.41%) Data Warehouse
2 44 (37.61%) Big Data
3 33 (28.21%) Hadoop
4 28 (23.93%) DataStage
5 25 (21.37%) Relational Database
6 24 (20.51%) RDBMS
6 24 (20.51%) SQL Server
7 22 (18.80%) BusinessObjects
7 22 (18.80%) IBM InfoSphere
8 17 (14.53%) QlikView
9 15 (12.82%) PowerCenter
10 14 (11.97%) Amazon Redshift
11 12 (10.26%) Apache Hive
12 11 (9.40%) SQL Server Integration Services
13 10 (8.55%) DB2
13 10 (8.55%) HBase
14 8 (6.84%) Apache Cassandra
14 8 (6.84%) MySQL
14 8 (6.84%) NoSQL
15 7 (5.98%) PostgreSQL
Development Applications
1 9 (7.69%) Talend Open Studio
2 3 (2.56%) JIRA
3 2 (1.71%) Oracle Forms
4 1 (0.85%) ERwin
4 1 (0.85%) Jenkins
4 1 (0.85%) Selenium
4 1 (0.85%) SonarQube
General
1 21 (17.95%) Retail
2 12 (10.26%) Finance
3 4 (3.42%) Games
3 4 (3.42%) Telecoms
4 2 (1.71%) Back Office
5 1 (0.85%) General Ledger
5 1 (0.85%) Marketing
Job Titles
1 43 (36.75%) Developer
2 22 (18.80%) ETL Developer
3 21 (17.95%) Consultant
4 20 (17.09%) ETL Consultant
5 15 (12.82%) Data Consultant
6 13 (11.11%) Architect
7 12 (10.26%) Analytics Manager
7 12 (10.26%) Business Intelligence Developer
7 12 (10.26%) Data Analytics Manager
7 12 (10.26%) Data Warehouse Developer
8 11 (9.40%) Business Intelligence Consultant
8 11 (9.40%) Cognos Developer
9 10 (8.55%) Cognos BI Consultant
9 10 (8.55%) Cognos BI Developer
9 10 (8.55%) Cognos Consultant
9 10 (8.55%) Data Engineer
9 10 (8.55%) Netezza Developer
10 8 (6.84%) Administrator
10 8 (6.84%) Data Warehouse Consultant
10 8 (6.84%) DBA
Libraries, Frameworks & Software Standards
1 6 (5.13%) Web Services
2 5 (4.27%) D3.js
3 4 (3.42%) AngularJS
3 4 (3.42%) HTML
3 4 (3.42%) Kafka
3 4 (3.42%) XML
4 3 (2.56%) Java EE
5 2 (1.71%) .NET
5 2 (1.71%) CSS
5 2 (1.71%) JSP
5 2 (1.71%) MDX
5 2 (1.71%) Spring
5 2 (1.71%) Spring Security
5 2 (1.71%) XSLT
6 1 (0.85%) HTML5
6 1 (0.85%) JSON
6 1 (0.85%) RESTful
6 1 (0.85%) SparkR
6 1 (0.85%) TensorFlow
6 1 (0.85%) Visualforce
Miscellaneous
1 29 (24.79%) Analytical Skills
2 9 (7.69%) Computer Science
3 4 (3.42%) Algorithms
4 3 (2.56%) Enterprise Software
4 3 (2.56%) Management Information System
5 2 (1.71%) Data Structures
5 2 (1.71%) User Experience
6 1 (0.85%) Fintech
6 1 (0.85%) PMI
Operating Systems
1 36 (30.77%) Linux
2 6 (5.13%) Unix
3 3 (2.56%) Solaris
4 2 (1.71%) Windows
Processes & Methodologies
1 79 (67.52%) Business Intelligence
2 77 (65.81%) ETL
3 56 (47.86%) Agile Software Development
4 44 (37.61%) Analytics
5 29 (24.79%) Data Modelling
6 28 (23.93%) Information Management
7 22 (18.80%) Data Management
8 20 (17.09%) Customer Engagement
9 18 (15.38%) Open Source
10 16 (13.68%) Data Migration
10 16 (13.68%) Migration
11 13 (11.11%) Visual Analytics
12 12 (10.26%) Data Analysis
12 12 (10.26%) Data Privacy
12 12 (10.26%) Data Strategy
12 12 (10.26%) Predictive Analytics
12 12 (10.26%) Requirements Management
13 11 (9.40%) Master Data Management
13 11 (9.40%) Visualisation
14 10 (8.55%) SDLC
Programming Languages
1 72 (61.54%) SQL
2 36 (30.77%) Java
3 24 (20.51%) Python
4 22 (18.80%) R
5 19 (16.24%) Shell Script
6 18 (15.38%) PHP
7 15 (12.82%) Bash Shell
8 13 (11.11%) Scala
9 6 (5.13%) Perl
9 6 (5.13%) PL/SQL
10 3 (2.56%) JavaScript
11 1 (0.85%) Apex Code
11 1 (0.85%) C
11 1 (0.85%) C#
11 1 (0.85%) Go
11 1 (0.85%) Korn
11 1 (0.85%) T-SQL
11 1 (0.85%) VB.NET
11 1 (0.85%) VBA
Qualifications
1 19 (16.24%) Degree
2 14 (11.97%) Master's Degree
3 1 (0.85%) A+ Certification
3 1 (0.85%) DBS Check
3 1 (0.85%) ISEB
3 1 (0.85%) ISTQB
3 1 (0.85%) PMI Certification
Quality Assurance & Compliance
1 31 (26.50%) Data Quality
2 15 (12.82%) QA
3 3 (2.56%) GCP
4 1 (0.85%) GDPR
System Software
1 2 (1.71%) Active Directory
1 2 (1.71%) Apache Flume
2 1 (0.85%) Docker
2 1 (0.85%) HDFS
2 1 (0.85%) NFS
2 1 (0.85%) Veritas Volume Manager
Systems Management
1 1 (0.85%) Data Guard
1 1 (0.85%) Oozie
1 1 (0.85%) Oracle RMAN
1 1 (0.85%) Oracle ZFS
1 1 (0.85%) Simpana
Vendors
1 51 (43.59%) Tableau
2 49 (41.88%) Oracle
3 46 (39.32%) Teradata
4 38 (32.48%) IBM
5 34 (29.06%) Informatica
6 27 (23.08%) MicroStrategy
7 20 (17.09%) Cognos
8 13 (11.11%) Ab Initio
9 11 (9.40%) Vertica
10 9 (7.69%) Talend
11 6 (5.13%) Cloudera
11 6 (5.13%) Microsoft
12 5 (4.27%) Google
13 4 (3.42%) Adobe
13 4 (3.42%) Hortonworks
14 3 (2.56%) Alteryx
14 3 (2.56%) Greenplum
14 3 (2.56%) MapR
14 3 (2.56%) SAP
15 2 (1.71%) Remedy