Period
to 21 October 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 21 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
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 1072 1052 1064
Rank change year-on-year -20 +12 -19
Permanent jobs citing Netezza 106 170 240
As % of all permanent IT jobs advertised in the UK 0.061% 0.089% 0.11%
As % of the Vendors category 0.14% 0.20% 0.24%
Number of salaries quoted 60 140 207
UK median annual salary £54,500 £58,750 £60,000
Median salary % change year-on-year -7.23% -2.08% +4.35%
10th Percentile £41,700 £42,950 £43,750
90th Percentile £87,500 £81,375 £90,000
UK excluding London median annual salary £51,303 £50,000 £53,250
% change year-on-year +2.61% -6.10% +6.50%

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 77246 83771 100801
As % of all permanent IT jobs advertised in the UK 44.38% 43.84% 46.01%
Number of salaries quoted 59718 67614 81968
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +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 21 October 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 21 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
England -13 88 £55,000 -6.38% 2
London -6 56 £60,000 -7.69% 1
UK excluding London +14 48 £51,303 +2.61% 1
North of England +14 19 £55,000 +10.00%
Scotland -3 16 £50,000 -
Yorkshire +28 15 £55,000 +10.00%
Midlands +26 9 £51,000 +25.93%
West Midlands +3 9 £51,000 +25.93%
North West -20 4 £57,500 -
South West - 3 £43,500 -
South East +35 1 £45,000 -19.64% 1

For the 6 months to 21 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 with a requirement for Netezza.

1 77 (72.64%) ETL
2 66 (62.26%) Data Warehouse
3 64 (60.38%) SQL
4 61 (57.55%) Business Intelligence
5 52 (49.06%) Tableau
6 47 (44.34%) Teradata
7 45 (42.45%) Agile Software Development
8 44 (41.51%) Oracle
9 42 (39.62%) Analytics
10 37 (34.91%) IBM
10 37 (34.91%) SAS
11 36 (33.96%) Informatica
12 31 (29.25%) Linux
12 31 (29.25%) Hadoop
13 30 (28.30%) Big Data
13 30 (28.30%) Data Modelling
14 29 (27.36%) DataStage
15 28 (26.42%) Data Management
15 28 (26.42%) Analytical Skills
16 24 (22.64%) Data Quality
17 23 (21.70%) R
17 23 (21.70%) IBM InfoSphere
17 23 (21.70%) Java
18 22 (20.75%) MicroStrategy
18 22 (20.75%) BusinessObjects
19 21 (19.81%) Retail
20 20 (18.87%) Information Management
21 19 (17.92%) RDBMS
21 19 (17.92%) Shell Script
21 19 (17.92%) Master Data Management

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 37 (34.91%) SAS
2 15 (14.15%) Apache
3 13 (12.26%) Apache Spark
4 6 (5.66%) Apache Pig
5 3 (2.83%) Tomcat
6 2 (1.89%) Apache Solr
6 2 (1.89%) Confluence
6 2 (1.89%) Elasticsearch
6 2 (1.89%) IIS
6 2 (1.89%) JBoss
6 2 (1.89%) SharePoint
6 2 (1.89%) WebLogic
6 2 (1.89%) WebSphere
7 1 (0.94%) Oracle Application Server
Applications
1 18 (16.98%) SPSS
2 4 (3.77%) Microsoft Excel
2 4 (3.77%) Microsoft PowerPoint
Business Applications
1 3 (2.83%) Cognos Business Intelligence
2 1 (0.94%) Oracle EBS
Cloud Services
1 13 (12.26%) Amazon AWS
1 13 (12.26%) Cloud Computing
2 9 (8.49%) Google Cloud Platform
3 5 (4.72%) Amazon Kinesis
4 4 (3.77%) Adobe Analytics
4 4 (3.77%) Amazon EMR
5 3 (2.83%) Microsoft Azure
6 2 (1.89%) Amazon EC2
7 1 (0.94%) CloudBees
7 1 (0.94%) Cortana Intelligence Suite
Communications & Networking
1 2 (1.89%) HTTP
1 2 (1.89%) LDAP
1 2 (1.89%) SSL
2 1 (0.94%) Fibre Channel
2 1 (0.94%) Internet
2 1 (0.94%) SAN
Database & Business Intelligence
1 66 (62.26%) Data Warehouse
2 31 (29.25%) Hadoop
3 30 (28.30%) Big Data
4 29 (27.36%) DataStage
5 23 (21.70%) IBM InfoSphere
6 22 (20.75%) BusinessObjects
7 19 (17.92%) RDBMS
7 19 (17.92%) Relational Database
8 16 (15.09%) QlikView
8 16 (15.09%) SQL Server
9 15 (14.15%) PowerCenter
10 11 (10.38%) Amazon Redshift
10 11 (10.38%) Apache Cassandra
11 9 (8.49%) NoSQL
11 9 (8.49%) Spotfire
12 8 (7.55%) BigQuery
12 8 (7.55%) SQL Server Integration Services
13 7 (6.60%) HBase
14 6 (5.66%) Apache Hive
14 6 (5.66%) DB2
Development Applications
1 12 (11.32%) Talend Open Studio
2 2 (1.89%) JIRA
2 2 (1.89%) Oracle Forms
3 1 (0.94%) Jenkins
3 1 (0.94%) Selenium
3 1 (0.94%) SonarQube
General
1 21 (19.81%) Retail
2 9 (8.49%) Finance
3 4 (3.77%) Telecoms
4 3 (2.83%) Back Office
4 3 (2.83%) Games
Job Titles
1 36 (33.96%) Developer
2 20 (18.87%) Consultant
3 19 (17.92%) ETL Developer
4 16 (15.09%) ETL Consultant
5 15 (14.15%) Architect
6 12 (11.32%) Data Consultant
7 11 (10.38%) Analytics Manager
7 11 (10.38%) Data Analytics Manager
8 8 (7.55%) Administrator
8 8 (7.55%) Analyst
8 8 (7.55%) Business Intelligence Developer
8 8 (7.55%) Data Architect
8 8 (7.55%) Data Warehouse Developer
8 8 (7.55%) DBA
9 6 (5.66%) Cognos Developer
9 6 (5.66%) Database Engineer
9 6 (5.66%) Senior Database Engineer
10 5 (4.72%) Big Data Architect
10 5 (4.72%) Cognos Consultant
10 5 (4.72%) Senior DBA
Libraries, Frameworks & Software Standards
1 9 (8.49%) Web Services
2 7 (6.60%) HTML
3 6 (5.66%) D3.js
4 5 (4.72%) AngularJS
4 5 (4.72%) CSS
4 5 (4.72%) HTML5
4 5 (4.72%) React
5 3 (2.83%) XML
6 2 (1.89%) JSP
6 2 (1.89%) MDX
6 2 (1.89%) Spark Streaming
6 2 (1.89%) Spring
6 2 (1.89%) Spring Security
6 2 (1.89%) XSLT
7 1 (0.94%) .NET
7 1 (0.94%) Apache Avro
7 1 (0.94%) MLlib
7 1 (0.94%) Samza
7 1 (0.94%) SparkR
7 1 (0.94%) TensorFlow
Miscellaneous
1 28 (26.42%) Analytical Skills
2 6 (5.66%) User Experience
3 5 (4.72%) Computer Science
4 3 (2.83%) Algorithms
5 2 (1.89%) Data Structures
5 2 (1.89%) Management Information System
5 2 (1.89%) Social Network
Operating Systems
1 31 (29.25%) Linux
2 7 (6.60%) Unix
3 3 (2.83%) Solaris
4 2 (1.89%) Windows
Processes & Methodologies
1 77 (72.64%) ETL
2 61 (57.55%) Business Intelligence
3 45 (42.45%) Agile Software Development
4 42 (39.62%) Analytics
5 30 (28.30%) Data Modelling
6 28 (26.42%) Data Management
7 20 (18.87%) Information Management
8 19 (17.92%) Master Data Management
9 18 (16.98%) Open Source
10 17 (16.04%) Customer Engagement
10 17 (16.04%) Data Integration
11 16 (15.09%) Data Migration
11 16 (15.09%) Migration
12 15 (14.15%) Visualisation
13 13 (12.26%) Data Analysis
14 11 (10.38%) Creative Thinking
14 11 (10.38%) Requirements Management
14 11 (10.38%) Visual Analytics
15 10 (9.43%) Data Analytics
15 10 (9.43%) Performance Tuning
Programming Languages
1 64 (60.38%) SQL
2 23 (21.70%) Java
2 23 (21.70%) R
3 19 (17.92%) Shell Script
4 18 (16.98%) Python
5 15 (14.15%) Bash Shell
6 13 (12.26%) PHP
7 9 (8.49%) JavaScript
8 7 (6.60%) Perl
8 7 (6.60%) Scala
9 6 (5.66%) PL/SQL
10 1 (0.94%) Korn
Qualifications
1 19 (17.92%) Degree
2 13 (12.26%) Master's Degree
3 1 (0.94%) ISEB
3 1 (0.94%) ISTQB
3 1 (0.94%) SC Cleared
3 1 (0.94%) Security Cleared
Quality Assurance & Compliance
1 24 (22.64%) Data Quality
2 17 (16.04%) QA
3 2 (1.89%) GCP
4 1 (0.94%) GDPR
System Software
1 2 (1.89%) Active Directory
1 2 (1.89%) Apache Flume
2 1 (0.94%) Docker
2 1 (0.94%) HDFS
2 1 (0.94%) NFS
2 1 (0.94%) Veritas Volume Manager
Systems Management
1 1 (0.94%) Data Guard
1 1 (0.94%) Oozie
1 1 (0.94%) Oracle RMAN
1 1 (0.94%) Oracle ZFS
1 1 (0.94%) Simpana
Vendors
1 52 (49.06%) Tableau
2 47 (44.34%) Teradata
3 44 (41.51%) Oracle
4 37 (34.91%) IBM
5 36 (33.96%) Informatica
6 22 (20.75%) MicroStrategy
7 16 (15.09%) Cognos
8 12 (11.32%) Cloudera
8 12 (11.32%) Talend
9 10 (9.43%) Ab Initio
10 9 (8.49%) Alteryx
10 9 (8.49%) Google
11 7 (6.60%) Vertica
12 5 (4.72%) Greenplum
12 5 (4.72%) SAP
13 4 (3.77%) Adobe
13 4 (3.77%) EXASOL
13 4 (3.77%) Hortonworks
14 3 (2.83%) Microsoft
15 2 (1.89%) HP