Period
to 22 February 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 22 February 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
22 Feb 2018
Same period 2017 Same period 2016
Rank 1089 1077 1085
Rank change year-on-year -12 +8 -28
Permanent jobs citing Netezza 103 108 206
As % of all permanent IT jobs advertised in the UK 0.059% 0.062% 0.098%
As % of the Vendors category 0.13% 0.14% 0.21%
Number of salaries quoted 66 80 144
UK median annual salary £57,500 £67,500 £57,500
Median salary % change year-on-year -14.81% +17.39% -4.17%
10th Percentile £37,500 £37,500 £43,750
90th Percentile £87,500 £82,500 £90,000
UK excluding London median annual salary £49,500 £51,303 £50,000
% change year-on-year -3.51% +2.61% -0.99%

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 78,657 76,954 95,823
As % of all permanent IT jobs advertised in the UK 44.67% 43.82% 45.66%
Number of salaries quoted 62,402 61,850 78,272
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 £76,250 £75,000 £73,750
UK excluding London median annual salary £42,500 £42,500 £41,500
% 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 22 February 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 22 February 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 -4 100 £57,500 -14.81% 14
London -6 66 £58,750 -15.47% 5
UK excluding London +2 37 £49,500 -3.51% 12
West Midlands +22 16 £42,500 -2.30% 2
Midlands +12 16 £42,500 -2.30% 2
South East -6 9 £57,500 -23.33% 5
North of England +11 7 £57,500 +27.78% 1
North West +8 7 £57,500 +27.78%
Scotland -36 3 £45,000 - 3
South West +1 2 - -

For the 6 months to 22 February 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 81 (78.64%) ETL
2 69 (66.99%) Teradata
3 61 (59.22%) Data Warehouse
4 59 (57.28%) Business Intelligence
5 53 (51.46%) Oracle
6 52 (50.49%) SQL
6 52 (50.49%) Tableau
7 49 (47.57%) Analytics
8 42 (40.78%) Hadoop
8 42 (40.78%) Informatica
9 41 (39.81%) SAS
10 38 (36.89%) Agile Software Development
11 36 (34.95%) QlikView
11 36 (34.95%) R
12 33 (32.04%) Data Management
12 33 (32.04%) SPSS
13 32 (31.07%) Python
14 31 (30.10%) Master Data Management
14 31 (30.10%) Analytical Skills
15 30 (29.13%) Big Data
15 30 (29.13%) Linux
16 29 (28.16%) Java
17 27 (26.21%) BusinessObjects
18 26 (25.24%) Data Integration
19 24 (23.30%) Cloudera
19 24 (23.30%) Relational Database
19 24 (23.30%) Retail
20 23 (22.33%) Open Source
21 22 (21.36%) Data Modelling
21 22 (21.36%) RDBMS

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 41 (39.81%) SAS
2 21 (20.39%) Apache
3 20 (19.42%) Apache Spark
4 5 (4.85%) Apache Pig
5 2 (1.94%) IIS
5 2 (1.94%) SharePoint
Applications
1 33 (32.04%) SPSS
Business Applications
1 3 (2.91%) Cognos Business Intelligence
Cloud Services
1 21 (20.39%) Cloud Computing
2 18 (17.48%) Amazon AWS
3 16 (15.53%) Google Cloud Platform
4 12 (11.65%) Amazon Kinesis
5 6 (5.83%) Microsoft Azure
6 1 (0.97%) Amazon EC2
6 1 (0.97%) Amazon EMR
Communications & Networking
1 1 (0.97%) SMS
Database & Business Intelligence
1 61 (59.22%) Data Warehouse
2 42 (40.78%) Hadoop
3 36 (34.95%) QlikView
4 30 (29.13%) Big Data
5 27 (26.21%) BusinessObjects
6 24 (23.30%) Relational Database
7 22 (21.36%) RDBMS
8 20 (19.42%) DB2
9 19 (18.45%) SQL Server
10 15 (14.56%) Amazon Redshift
11 14 (13.59%) Spotfire
12 13 (12.62%) Apache Cassandra
12 13 (12.62%) IBM InfoSphere
13 12 (11.65%) BigQuery
13 12 (11.65%) Data Mining
13 12 (11.65%) SAS Visual Analytics
14 11 (10.68%) Data Lake
14 11 (10.68%) Power BI
15 10 (9.71%) OLAP
15 10 (9.71%) SQL Server Integration Services
General
1 24 (23.30%) Retail
2 15 (14.56%) Finance
3 9 (8.74%) Banking
4 2 (1.94%) Games
5 1 (0.97%) Back Office
5 1 (0.97%) Manufacturing
5 1 (0.97%) Pharmaceutical
5 1 (0.97%) Publishing
Job Titles
1 23 (22.33%) Developer
2 20 (19.42%) Analytics Manager
2 20 (19.42%) Data Analytics Manager
3 14 (13.59%) Consultant
4 13 (12.62%) Architect
4 13 (12.62%) Data Warehouse Developer
5 12 (11.65%) Data Architect
6 11 (10.68%) Data Consultant
6 11 (10.68%) Data Warehouse Consultant
7 10 (9.71%) ETL Consultant
8 8 (7.77%) Analyst
8 8 (7.77%) Business Intelligence Manager
8 8 (7.77%) Business Intelligence Project Manager
8 8 (7.77%) Project Manager
9 7 (6.80%) Data Engineer
9 7 (6.80%) Solutions Architect
10 6 (5.83%) Business Intelligence Developer
10 6 (5.83%) ETL Developer
11 5 (4.85%) Data Warehouse Analyst
11 5 (4.85%) Test Consultant
Libraries, Frameworks & Software Standards
1 18 (17.48%) HTML
2 13 (12.62%) Web Services
3 12 (11.65%) AngularJS
3 12 (11.65%) CSS
3 12 (11.65%) D3.js
3 12 (11.65%) HTML5
3 12 (11.65%) React
4 6 (5.83%) XML
5 2 (1.94%) Kafka
5 2 (1.94%) Spark Streaming
6 1 (0.97%) MLlib
Miscellaneous
1 31 (30.10%) Analytical Skills
2 12 (11.65%) User Experience
3 8 (7.77%) PMI
3 8 (7.77%) Reinsurance
4 2 (1.94%) Fintech
4 2 (1.94%) Social Network
5 1 (0.97%) Enterprise Software
5 1 (0.97%) Management Information System
Operating Systems
1 30 (29.13%) Linux
2 12 (11.65%) Unix
Processes & Methodologies
1 81 (78.64%) ETL
2 59 (57.28%) Business Intelligence
3 49 (47.57%) Analytics
4 38 (36.89%) Agile Software Development
5 33 (32.04%) Data Management
6 31 (30.10%) Master Data Management
7 26 (25.24%) Data Integration
8 23 (22.33%) Open Source
9 22 (21.36%) Data Modelling
10 20 (19.42%) Creative Thinking
10 20 (19.42%) Performance Improvement
10 20 (19.42%) Requirements Management
11 18 (17.48%) Data Governance
11 18 (17.48%) Visualisation
12 17 (16.50%) Data Analytics
13 15 (14.56%) Data Visualisation
14 13 (12.62%) Machine Learning
14 13 (12.62%) Statistics
15 12 (11.65%) Data Analysis
15 12 (11.65%) Usability Testing
Programming Languages
1 52 (50.49%) SQL
2 36 (34.95%) R
3 32 (31.07%) Python
4 29 (28.16%) Java
5 21 (20.39%) Perl
5 21 (20.39%) PHP
6 14 (13.59%) JavaScript
7 9 (8.74%) PL/SQL
8 3 (2.91%) Scala
9 2 (1.94%) Shell Script
Qualifications
1 22 (21.36%) Degree
2 20 (19.42%) Master's Degree
3 8 (7.77%) PMI Certification
4 1 (0.97%) SC Cleared
4 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 20 (19.42%) Data Quality
2 3 (2.91%) GCP
2 3 (2.91%) QA
System Software
1 2 (1.94%) HDFS
2 1 (0.97%) Apache Flume
Systems Management
1 1 (0.97%) EMC NetWorker
1 1 (0.97%) Opscode Chef
Vendors
1 69 (66.99%) Teradata
2 53 (51.46%) Oracle
3 52 (50.49%) Tableau
4 42 (40.78%) Informatica
5 24 (23.30%) Cloudera
6 19 (18.45%) Cognos
6 19 (18.45%) IBM
7 14 (13.59%) Alteryx
7 14 (13.59%) Hortonworks
8 13 (12.62%) Google
8 13 (12.62%) Talend
9 12 (11.65%) Greenplum
10 9 (8.74%) Vertica
11 7 (6.80%) MicroStrategy
11 7 (6.80%) SAP
12 4 (3.88%) Ab Initio
12 4 (3.88%) EXASOL
12 4 (3.88%) Sybase
12 4 (3.88%) WorldPay
13 3 (2.91%) Microsoft