Period
to 19 October 2017

The table below provides summary statistics for permanent job vacancies advertised in England 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 19 October 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 > England
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 1071 1031 1044
Rank change year-on-year -40 +13 -36
Permanent jobs citing Netezza 90 162 228
As % of all permanent IT jobs advertised in England 0.055% 0.090% 0.11%
As % of the Vendors category 0.12% 0.21% 0.24%
Number of salaries quoted 55 140 192
England median annual salary £55,000 £57,500 £60,000
Median salary % change year-on-year -4.35% -4.17% +4.35%
10th Percentile £41,850 £42,250 £43,750
90th Percentile £87,500 £82,500 £90,000
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% +4.35%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 72522 78837 94910
As % of all permanent IT jobs advertised in England 44.28% 43.68% 46.01%
Number of salaries quoted 56497 64304 77943
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,000 £75,000 £75,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Netezza
Job Vacancy Trend in England

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

Job vacancy trend for Netezza in England

Netezza
Salary Trend in England

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

Salary trend for Netezza in England

Netezza
Salary Histogram in England

The salary distribution of IT jobs citing Netezza in England over the 6 months to 19 October 2017.

Salary histogram for Netezza in England

Netezza
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Netezza within the England region over the 6 months to 19 October 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
London -19 58 £60,000 -7.69% 1
North of England +6 19 £55,000 +10.00%
Yorkshire +38 15 £55,000 +10.00%
Midlands +32 9 £51,000 +25.93% 1
West Midlands +3 9 £51,000 +25.93% 1
North West -11 4 £57,500 -
South West - 3 £43,500 -
South East +31 1 £45,000 -19.64% 1
Netezza
UK

For the 6 months to 19 October 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 across the England region with a requirement for Netezza.

1 64 (71.11%) ETL
2 63 (70.00%) SQL
3 53 (58.89%) Data Warehouse
4 48 (53.33%) Business Intelligence
5 41 (45.56%) Analytics
6 39 (43.33%) Tableau
7 36 (40.00%) Teradata
8 33 (36.67%) IBM
9 31 (34.44%) Data Modelling
9 31 (34.44%) Linux
9 31 (34.44%) Oracle
9 31 (34.44%) Hadoop
10 29 (32.22%) Big Data
10 29 (32.22%) Agile Software Development
11 28 (31.11%) Analytical Skills
12 27 (30.00%) DataStage
13 26 (28.89%) Informatica
13 26 (28.89%) SAS
14 23 (25.56%) R
14 23 (25.56%) IBM InfoSphere
15 21 (23.33%) Retail
15 21 (23.33%) Java
16 20 (22.22%) Shell Script
17 19 (21.11%) RDBMS
17 19 (21.11%) Relational Database
17 19 (21.11%) Degree
18 18 (20.00%) Open Source
18 18 (20.00%) Python
18 18 (20.00%) Data Management
18 18 (20.00%) SPSS

Netezza
Co-occurring IT Skills in England 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 (28.89%) SAS
2 15 (16.67%) Apache
3 13 (14.44%) Apache Spark
4 6 (6.67%) Apache Pig
5 3 (3.33%) Tomcat
6 2 (2.22%) Apache Solr
6 2 (2.22%) Confluence
6 2 (2.22%) Elasticsearch
6 2 (2.22%) IIS
6 2 (2.22%) JBoss
6 2 (2.22%) SharePoint
6 2 (2.22%) WebLogic
6 2 (2.22%) WebSphere
7 1 (1.11%) Oracle Application Server
Applications
1 18 (20.00%) SPSS
2 4 (4.44%) Microsoft Excel
2 4 (4.44%) Microsoft PowerPoint
Business Applications
1 1 (1.11%) Cognos Business Intelligence
1 1 (1.11%) Oracle EBS
Cloud Services
1 13 (14.44%) Amazon AWS
1 13 (14.44%) Cloud Computing
2 9 (10.00%) Google Cloud Platform
3 5 (5.56%) Amazon Kinesis
4 4 (4.44%) Adobe Analytics
4 4 (4.44%) Amazon EMR
5 3 (3.33%) Microsoft Azure
6 2 (2.22%) Amazon EC2
7 1 (1.11%) CloudBees
7 1 (1.11%) Cortana Intelligence Suite
Communications & Networking
1 2 (2.22%) HTTP
1 2 (2.22%) LDAP
1 2 (2.22%) SSL
2 1 (1.11%) Fibre Channel
2 1 (1.11%) Internet
2 1 (1.11%) SAN
Database & Business Intelligence
1 53 (58.89%) Data Warehouse
2 31 (34.44%) Hadoop
3 29 (32.22%) Big Data
4 27 (30.00%) DataStage
5 23 (25.56%) IBM InfoSphere
6 19 (21.11%) RDBMS
6 19 (21.11%) Relational Database
7 16 (17.78%) QlikView
8 12 (13.33%) Amazon Redshift
8 12 (13.33%) SQL Server
9 11 (12.22%) Apache Cassandra
9 11 (12.22%) BusinessObjects
10 9 (10.00%) NoSQL
10 9 (10.00%) Spotfire
10 9 (10.00%) SQL Server Integration Services
11 8 (8.89%) BigQuery
12 7 (7.78%) HBase
13 6 (6.67%) Apache Hive
13 6 (6.67%) PostgreSQL
13 6 (6.67%) PowerCenter
Development Applications
1 12 (13.33%) Talend Open Studio
2 2 (2.22%) JIRA
2 2 (2.22%) Oracle Forms
3 1 (1.11%) Jenkins
3 1 (1.11%) Selenium
3 1 (1.11%) SonarQube
General
1 21 (23.33%) Retail
2 9 (10.00%) Finance
3 4 (4.44%) Games
3 4 (4.44%) Telecoms
4 3 (3.33%) Back Office
Job Titles
1 26 (28.89%) Developer
2 15 (16.67%) Architect
3 11 (12.22%) Analytics Manager
3 11 (12.22%) Data Analytics Manager
4 8 (8.89%) Analyst
4 8 (8.89%) Consultant
4 8 (8.89%) Data Architect
5 7 (7.78%) ETL Developer
6 6 (6.67%) Business Intelligence Developer
6 6 (6.67%) Database Engineer
6 6 (6.67%) Senior Database Engineer
7 5 (5.56%) Administrator
7 5 (5.56%) Big Data Architect
7 5 (5.56%) Data Engineer
7 5 (5.56%) Data Warehouse Developer
7 5 (5.56%) DBA
7 5 (5.56%) Senior DBA
7 5 (5.56%) Solutions Architect
8 4 (4.44%) Lead Developer
8 4 (4.44%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (10.00%) Web Services
2 7 (7.78%) HTML
3 6 (6.67%) D3.js
4 5 (5.56%) AngularJS
4 5 (5.56%) CSS
4 5 (5.56%) HTML5
4 5 (5.56%) React
5 3 (3.33%) XML
6 2 (2.22%) JSP
6 2 (2.22%) MDX
6 2 (2.22%) Spark Streaming
6 2 (2.22%) Spring
6 2 (2.22%) Spring Security
6 2 (2.22%) XSLT
7 1 (1.11%) Apache Avro
7 1 (1.11%) Kafka
7 1 (1.11%) RESTful
7 1 (1.11%) Samza
7 1 (1.11%) SparkR
7 1 (1.11%) TensorFlow
Miscellaneous
1 28 (31.11%) Analytical Skills
2 6 (6.67%) User Experience
3 5 (5.56%) Computer Science
4 3 (3.33%) Algorithms
5 2 (2.22%) Data Structures
5 2 (2.22%) Management Information System
5 2 (2.22%) Social Network
Operating Systems
1 31 (34.44%) Linux
2 8 (8.89%) Unix
3 3 (3.33%) Solaris
4 2 (2.22%) Windows
Processes & Methodologies
1 64 (71.11%) ETL
2 48 (53.33%) Business Intelligence
3 41 (45.56%) Analytics
4 31 (34.44%) Data Modelling
5 29 (32.22%) Agile Software Development
6 18 (20.00%) Data Management
6 18 (20.00%) Open Source
7 17 (18.89%) Data Integration
8 16 (17.78%) Data Migration
8 16 (17.78%) Migration
9 15 (16.67%) Visualisation
10 14 (15.56%) Data Analysis
11 11 (12.22%) Creative Thinking
11 11 (12.22%) Requirements Management
11 11 (12.22%) Visual Analytics
12 10 (11.11%) Data Analytics
13 9 (10.00%) Master Data Management
14 8 (8.89%) Data Visualisation
14 8 (8.89%) Machine Learning
14 8 (8.89%) SDLC
Programming Languages
1 63 (70.00%) SQL
2 23 (25.56%) R
3 21 (23.33%) Java
4 20 (22.22%) Shell Script
5 18 (20.00%) Python
6 15 (16.67%) Bash Shell
7 13 (14.44%) PHP
8 9 (10.00%) JavaScript
9 7 (7.78%) Perl
9 7 (7.78%) Scala
10 6 (6.67%) PL/SQL
11 1 (1.11%) Korn
Qualifications
1 19 (21.11%) Degree
2 13 (14.44%) Master's Degree
3 1 (1.11%) ISEB
3 1 (1.11%) ISTQB
3 1 (1.11%) SC Cleared
3 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 17 (18.89%) QA
2 12 (13.33%) Data Quality
3 2 (2.22%) GCP
4 1 (1.11%) GDPR
System Software
1 2 (2.22%) Active Directory
1 2 (2.22%) Apache Flume
2 1 (1.11%) Docker
2 1 (1.11%) HDFS
2 1 (1.11%) NFS
2 1 (1.11%) Veritas Volume Manager
Systems Management
1 1 (1.11%) Data Guard
1 1 (1.11%) Oozie
1 1 (1.11%) Oracle RMAN
1 1 (1.11%) Oracle ZFS
1 1 (1.11%) Simpana
Vendors
1 39 (43.33%) Tableau
2 36 (40.00%) Teradata
3 33 (36.67%) IBM
4 31 (34.44%) Oracle
5 26 (28.89%) Informatica
6 12 (13.33%) Cloudera
6 12 (13.33%) Cognos
6 12 (13.33%) Talend
7 11 (12.22%) Ab Initio
7 11 (12.22%) MicroStrategy
8 9 (10.00%) Alteryx
8 9 (10.00%) Google
9 8 (8.89%) Vertica
10 5 (5.56%) Greenplum
10 5 (5.56%) SAP
11 4 (4.44%) Adobe
11 4 (4.44%) EXASOL
11 4 (4.44%) Hortonworks
12 3 (3.33%) Microsoft
13 2 (2.22%) HP