Period
to 19 January 2019

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 19 January 2019 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
19 Jan 2019
Same period 2018 Same period 2017
Rank 1048 1090 1070
Rank change year-on-year +42 -20 +17
Permanent jobs citing Netezza 59 104 134
As % of all permanent IT jobs advertised in the UK 0.039% 0.060% 0.076%
As % of the Vendors category 0.092% 0.13% 0.17%
Number of salaries quoted 53 69 109
UK median annual salary £62,138 £54,000 £65,000
Median salary % change year-on-year +15.07% -16.92% +13.04%
10th Percentile £47,500 £37,500 £37,000
90th Percentile £85,000 £87,500 £82,500
UK excluding London median annual salary £62,138 £50,000 £50,500
% change year-on-year +24.28% -0.99% +1.00%

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 63,891 77,179 77,519
As % of all permanent IT jobs advertised in the UK 42.41% 44.34% 43.82%
Number of salaries quoted 49,095 60,412 62,436
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £81,250 £76,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +2.41%

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 19 January 2019.

Salary histogram for Netezza in the UK

Netezza
Top 13 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 19 January 2019. 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 +42 56 £62,138 +8.07% 12
UK excluding London +67 39 £62,138 +24.28% 12
South West +45 23 £62,138 +42.85% 1
London -4 20 £75,000 +30.43% 5
South East +37 7 £70,000 +21.74% 5
Midlands +21 4 £50,000 +13.64% 1
West Midlands +25 2 £50,000 +13.64% 1
Scotland +4 2 £50,250 +0.50% 5
East Midlands - 2 - -
North of England +33 1 - -
North West +19 1 - -
East of England - 1 £47,500 -
Northern Ireland - 1 £45,000 -

For the 6 months to 19 January 2019, 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 55 (93.22%) ETL
2 39 (66.10%) Data Warehouse
3 35 (59.32%) Big Data
4 34 (57.63%) Informatica
5 33 (55.93%) Analytics
6 32 (54.24%) Teradata
7 31 (52.54%) Data Engineering
8 30 (50.85%) Python
8 30 (50.85%) Hadoop
9 29 (49.15%) Finance
10 27 (45.76%) Data Lake
10 27 (45.76%) Apache Spark
11 25 (42.37%) Scala
11 25 (42.37%) Data Strategy
11 25 (42.37%) Ab Initio
12 24 (40.68%) DataStage
13 23 (38.98%) SQL
14 22 (37.29%) Stakeholder Management
14 22 (37.29%) Line Management
15 21 (35.59%) Continuous Improvement
15 21 (35.59%) Data Governance
15 21 (35.59%) Retail
16 18 (30.51%) Data Modelling
17 16 (27.12%) R
17 16 (27.12%) Apache Hive
18 15 (25.42%) Data Architecture
19 14 (23.73%) Data Integration
19 14 (23.73%) Agile Software Development
19 14 (23.73%) Tableau
20 13 (22.03%) Business Intelligence

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 27 (45.76%) Apache Spark
2 11 (18.64%) Apache
3 1 (1.69%) Apache Airflow
3 1 (1.69%) Apache Pig
3 1 (1.69%) Confluence
Applications
1 5 (8.47%) Microsoft Excel
2 1 (1.69%) Microsoft PowerPoint
Cloud Services
1 11 (18.64%) Amazon AWS
1 11 (18.64%) Google Cloud Platform
1 11 (18.64%) Microsoft Azure
2 1 (1.69%) Amazon EMR
2 1 (1.69%) Amazon Kinesis
2 1 (1.69%) AWS CloudFormation
2 1 (1.69%) AWS Lambda
2 1 (1.69%) Basecamp
2 1 (1.69%) GitHub
2 1 (1.69%) Serverless
2 1 (1.69%) Trello
Communications & Networking
1 1 (1.69%) Broadband
Database & Business Intelligence
1 39 (66.10%) Data Warehouse
2 35 (59.32%) Big Data
3 30 (50.85%) Hadoop
4 27 (45.76%) Data Lake
5 24 (40.68%) DataStage
6 16 (27.12%) Apache Hive
7 11 (18.64%) SQL Server
8 10 (16.95%) Sybase IQ
9 6 (10.17%) BusinessObjects
10 5 (8.47%) Relational Database
11 4 (6.78%) DB2
11 4 (6.78%) PowerCenter
11 4 (6.78%) RDBMS
11 4 (6.78%) SQL Server Integration Services
12 3 (5.08%) Snowflake Schema
13 2 (3.39%) DB2 UDB
13 2 (3.39%) MySQL
13 2 (3.39%) Oracle Database 10g
13 2 (3.39%) QlikView
13 2 (3.39%) SQL Server 2005
Development Applications
1 5 (8.47%) JIRA
2 2 (3.39%) ERwin
2 2 (3.39%) Jenkins
3 1 (1.69%) Bitbucket
3 1 (1.69%) Cucumber
3 1 (1.69%) Git (software)
3 1 (1.69%) Maven
3 1 (1.69%) Selenium
3 1 (1.69%) TeamCity
General
1 29 (49.15%) Finance
2 21 (35.59%) Retail
3 2 (3.39%) Banking
3 2 (3.39%) Marketing
4 1 (1.69%) Back Office
4 1 (1.69%) Investment Banking
4 1 (1.69%) Retail Banking
4 1 (1.69%) Telecoms
Job Titles
1 13 (22.03%) Architect
2 12 (20.34%) Data Architect
3 11 (18.64%) Data Engineer
4 10 (16.95%) Developer
5 8 (13.56%) Informatica Engineer
5 8 (13.56%) Senior Data Engineer
6 7 (11.86%) Big Data Engineer
7 5 (8.47%) Analyst
8 4 (6.78%) Data Warehouse Developer
8 4 (6.78%) Informatica Developer
9 3 (5.08%) Big Data Architect
9 3 (5.08%) Consultant
9 3 (5.08%) Data Analyst
10 2 (3.39%) Business Analyst
10 2 (3.39%) Data Analytics Analyst
10 2 (3.39%) Data Business Analyst
10 2 (3.39%) Senior Analyst
10 2 (3.39%) Senior Business Analyst
10 2 (3.39%) Solutions Architect
10 2 (3.39%) SSIS Developer
Libraries, Frameworks & Software Standards
1 10 (16.95%) Apache Beam
2 2 (3.39%) Kafka
2 2 (3.39%) Web Services
2 2 (3.39%) XML
3 1 (1.69%) .NET
3 1 (1.69%) AngularJS
3 1 (1.69%) Apache NiFi
3 1 (1.69%) Ember.js
3 1 (1.69%) RAML
3 1 (1.69%) React
3 1 (1.69%) Spark Streaming
3 1 (1.69%) Swagger
3 1 (1.69%) Vue.js
Miscellaneous
1 6 (10.17%) Analytical Skills
2 5 (8.47%) Management Information System
3 3 (5.08%) Data Structures
4 1 (1.69%) Algorithms
4 1 (1.69%) Blog
Operating Systems
1 4 (6.78%) Unix
2 3 (5.08%) Linux
3 1 (1.69%) Windows
3 1 (1.69%) Windows Server
Processes & Methodologies
1 55 (93.22%) ETL
2 33 (55.93%) Analytics
3 31 (52.54%) Data Engineering
4 25 (42.37%) Data Strategy
5 22 (37.29%) Line Management
5 22 (37.29%) Stakeholder Management
6 21 (35.59%) Continuous Improvement
6 21 (35.59%) Data Governance
7 18 (30.51%) Data Modelling
8 15 (25.42%) Data Architecture
9 14 (23.73%) Agile Software Development
9 14 (23.73%) Data Integration
10 13 (22.03%) Business Intelligence
11 12 (20.34%) Kimball Methodology
12 10 (16.95%) Information Management
12 10 (16.95%) Inmon Methodology
12 10 (16.95%) User Stories
13 9 (15.25%) CRM
14 8 (13.56%) Customer-Centricity
14 8 (13.56%) Validation
Programming Languages
1 30 (50.85%) Python
2 25 (42.37%) Scala
3 23 (38.98%) SQL
4 16 (27.12%) R
5 13 (22.03%) Java
6 2 (3.39%) JavaScript
6 2 (3.39%) PL/SQL
6 2 (3.39%) Shell Script
6 2 (3.39%) T-SQL
6 2 (3.39%) VBA
7 1 (1.69%) Bash Shell
7 1 (1.69%) Perl
7 1 (1.69%) PHP
Qualifications
1 3 (5.08%) Degree
2 2 (3.39%) Computer Science Degree
2 2 (3.39%) Master's Degree
Quality Assurance & Compliance
1 2 (3.39%) Data Quality
1 2 (3.39%) QA
2 1 (1.69%) COBIT
2 1 (1.69%) MiFID
Systems Management
1 1 (1.69%) Ansible
1 1 (1.69%) Opscode Chef
1 1 (1.69%) Terraform
Vendors
1 34 (57.63%) Informatica
2 32 (54.24%) Teradata
3 25 (42.37%) Ab Initio
4 14 (23.73%) Tableau
5 12 (20.34%) Oracle
6 11 (18.64%) Sybase
7 10 (16.95%) Google
8 5 (8.47%) Cloudera
8 5 (8.47%) MicroStrategy
9 4 (6.78%) Vertica
10 3 (5.08%) Greenplum
10 3 (5.08%) IBM
11 2 (3.39%) Cognos
11 2 (3.39%) Hortonworks
11 2 (3.39%) MapR
11 2 (3.39%) Microsoft
12 1 (1.69%) Alteryx
12 1 (1.69%) EXASOL
12 1 (1.69%) HP
12 1 (1.69%) SAP