Period
to 16 August 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 16 August 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
16 Aug 2018
Same period 2017 Same period 2016
Rank 1107 1080 1071
Rank change year-on-year -27 -9 +5
Permanent jobs citing Netezza 62 117 200
As % of all permanent IT jobs advertised in the UK 0.037% 0.066% 0.10%
As % of the Vendors category 0.083% 0.15% 0.23%
Number of salaries quoted 34 61 154
UK median annual salary £50,000 £55,000 £57,500
Median salary % change year-on-year -9.09% -4.35% -1.71%
10th Percentile £37,500 £42,500 £39,500
90th Percentile £86,750 £78,750 £76,225
UK excluding London median annual salary £45,000 £51,250 £51,000
% change year-on-year -12.20% +0.49% -0.97%

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 74,423 78,918 88,456
As % of all permanent IT jobs advertised in the UK 43.97% 44.60% 44.66%
Number of salaries quoted 57,702 61,518 71,965
UK median annual salary £49,938 £47,500 £45,000
Median salary % change year-on-year +5.13% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,500
% change year-on-year +3.53% +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 16 August 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 16 August 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 +2 53 £57,500 - 9
London +10 38 £62,500 -4.03% 8
UK excluding London -1 24 £45,000 -12.20% 3
Scotland -23 8 £40,000 -20.00% 1
South East - 8 £45,000 -
West Midlands +14 3 £50,000 -1.96%
South West +11 3 £85,000 +95.40% 1
Midlands +7 3 £50,000 -1.96%
East of England - 1 - -
Northern Ireland - 1 £45,000 - 1

For the 6 months to 16 August 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 49 (79.03%) ETL
2 45 (72.58%) Oracle
3 39 (62.90%) SQL
4 37 (59.68%) Data Warehouse
5 35 (56.45%) Big Data
6 33 (53.23%) Hadoop
7 30 (48.39%) Agile Software Development
7 30 (48.39%) Business Intelligence
8 29 (46.77%) Java
8 29 (46.77%) Informatica
9 25 (40.32%) Python
9 25 (40.32%) Tableau
10 24 (38.71%) Analytics
11 22 (35.48%) Data Lake
11 22 (35.48%) BusinessObjects
12 21 (33.87%) Linux
12 21 (33.87%) QlikView
13 20 (32.26%) Teradata
14 19 (30.65%) Data Engineering
15 18 (29.03%) MicroStrategy
15 18 (29.03%) Migration
15 18 (29.03%) DB2
16 17 (27.42%) SQL Server Integration Services
16 17 (27.42%) Apache Hive
16 17 (27.42%) Hortonworks
17 16 (25.81%) Sqoop
17 16 (25.81%) NoSQL
17 16 (25.81%) Sybase
18 14 (22.58%) MapReduce
18 14 (22.58%) Visualisation

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 10 (16.13%) SAS
2 5 (8.06%) Apache
3 3 (4.84%) Apache Spark
4 1 (1.61%) Oracle SOA Suite
Applications
1 5 (8.06%) SPSS
Cloud Services
1 5 (8.06%) Cloud Computing
2 4 (6.45%) Amazon AWS
2 4 (6.45%) Microsoft Azure
3 2 (3.23%) IaaS
3 2 (3.23%) PaaS
3 2 (3.23%) SaaS
Database & Business Intelligence
1 37 (59.68%) Data Warehouse
2 35 (56.45%) Big Data
3 33 (53.23%) Hadoop
4 22 (35.48%) BusinessObjects
4 22 (35.48%) Data Lake
5 21 (33.87%) QlikView
6 18 (29.03%) DB2
7 17 (27.42%) Apache Hive
7 17 (27.42%) SQL Server Integration Services
8 16 (25.81%) NoSQL
8 16 (25.81%) Sqoop
9 14 (22.58%) HBase
10 13 (20.97%) SQL Server
11 12 (19.35%) DataStage
11 12 (19.35%) OLTP
12 11 (17.74%) OLAP
12 11 (17.74%) Oracle OLAP
12 11 (17.74%) Relational Database
13 10 (16.13%) IBM InfoSphere
13 10 (16.13%) Spotfire
Development Applications
1 6 (9.68%) Toad
General
1 12 (19.35%) Finance
2 6 (9.68%) Retail
3 3 (4.84%) Banking
4 1 (1.61%) Back Office
4 1 (1.61%) Investment Banking
Job Titles
1 19 (30.65%) Developer
2 16 (25.81%) Data Engineer
3 13 (20.97%) Data Warehouse Developer
4 11 (17.74%) Architect
4 11 (17.74%) Data Architect
5 8 (12.90%) Software Developer
6 7 (11.29%) Analyst
7 6 (9.68%) Business Intelligence Analyst
7 6 (9.68%) Solutions Architect
8 5 (8.06%) Analytics Manager
8 5 (8.06%) Data Analytics Manager
9 4 (6.45%) Business Architect
9 4 (6.45%) Business Intelligence Architect
9 4 (6.45%) Business Intelligence Solutions Architect
9 4 (6.45%) Business Solution Architect
9 4 (6.45%) Data Warehouse Architect
9 4 (6.45%) ETL Developer
10 3 (4.84%) Consultant
10 3 (4.84%) Data Warehouse Consultant
10 3 (4.84%) ETL Consultant
Libraries, Frameworks & Software Standards
1 1 (1.61%) AngularJS
1 1 (1.61%) Ember.js
1 1 (1.61%) Kafka
1 1 (1.61%) React
1 1 (1.61%) Vue.js
Miscellaneous
1 14 (22.58%) Fintech
2 12 (19.35%) Analytical Skills
3 8 (12.90%) User Experience
4 7 (11.29%) Computer Science
5 2 (3.23%) Algorithms
5 2 (3.23%) Greenfield Project
5 2 (3.23%) Management Information System
6 1 (1.61%) Reinsurance
Operating Systems
1 21 (33.87%) Linux
2 4 (6.45%) Unix
Processes & Methodologies
1 49 (79.03%) ETL
2 30 (48.39%) Agile Software Development
2 30 (48.39%) Business Intelligence
3 24 (38.71%) Analytics
4 19 (30.65%) Data Engineering
5 18 (29.03%) Migration
6 14 (22.58%) Data Migration
6 14 (22.58%) MapReduce
6 14 (22.58%) Visualisation
7 12 (19.35%) Data Visualisation
8 11 (17.74%) Data Modelling
9 9 (14.52%) Creative Thinking
10 8 (12.90%) BDD
10 8 (12.90%) Data Architecture
10 8 (12.90%) Kimball Methodology
10 8 (12.90%) Software Delivery
10 8 (12.90%) TDD
10 8 (12.90%) Waterfall
11 7 (11.29%) Data Analytics
12 6 (9.68%) Inmon Methodology
Programming Languages
1 39 (62.90%) SQL
2 29 (46.77%) Java
3 25 (40.32%) Python
4 10 (16.13%) R
5 9 (14.52%) Perl
5 9 (14.52%) PL/SQL
6 5 (8.06%) PHP
7 2 (3.23%) Bash Shell
7 2 (3.23%) Scala
7 2 (3.23%) Shell Script
8 1 (1.61%) JavaScript
Qualifications
1 12 (19.35%) Degree
2 6 (9.68%) Master's Degree
3 4 (6.45%) Computer Science Degree
4 1 (1.61%) Security Cleared
Quality Assurance & Compliance
1 11 (17.74%) Data Quality
2 1 (1.61%) MiFID
2 1 (1.61%) QA
System Software
1 14 (22.58%) HDFS
Vendors
1 45 (72.58%) Oracle
2 29 (46.77%) Informatica
3 25 (40.32%) Tableau
4 20 (32.26%) Teradata
5 18 (29.03%) MicroStrategy
6 17 (27.42%) Hortonworks
7 16 (25.81%) Sybase
8 14 (22.58%) WorldPay
9 12 (19.35%) Talend
10 11 (17.74%) SAP
11 10 (16.13%) Cloudera
11 10 (16.13%) Microsoft
12 9 (14.52%) IBM
13 8 (12.90%) Cognos
14 3 (4.84%) MapR
14 3 (4.84%) Vertica
15 2 (3.23%) Ab Initio
15 2 (3.23%) Greenplum