Period
to 5 June 2020

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 5 June 2020 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
5 Jun 2020
Same period 2019 Same period 2018
Rank 824 1022 1115
Rank change year-on-year +198 +93 -27
Permanent jobs citing Netezza 43 83 91
As % of all permanent jobs advertised in the UK 0.050% 0.058% 0.053%
As % of the Vendors category 0.12% 0.14% 0.12%
Number of salaries quoted 29 42 52
Median annual salary £77,500 £72,500 £46,250
Median salary % change year-on-year +6.90% +56.76% -22.92%
10th Percentile £44,350 £40,000 £37,500
90th Percentile £115,000 £85,000 £87,500
UK excluding London median annual salary £77,500 £50,000 £45,000
% change year-on-year +55.00% +11.11% -11.76%

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 35,800 60,521 75,583
As % of all permanent IT jobs advertised in the UK 41.37% 42.35% 44.01%
Number of salaries quoted 27,253 46,265 58,992
Median annual salary £52,500 £50,000 £48,000
Median salary % change year-on-year +5.00% +4.17% +2.13%
10th Percentile £29,590 £27,500 £27,000
90th Percentile £87,500 £81,250 £78,750
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

Netezza
Job Vacancy Trend

Job postings citing Netezza as a proportion of all IT jobs advertised.

Job vacancy trend for Netezza in the UK

Netezza
Salary Trend

3-month moving average salary quoted in jobs citing Netezza.

Salary trend for Netezza in the UK

Netezza
Salary Histogram

Salary distribution for jobs citing Netezza over the 6 months to 5 June 2020.

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 5 June 2020. 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 +194 42 £77,500 +6.90% 3
UK excluding London +181 25 £77,500 +55.00% 1
London +126 17 £97,500 +34.48% 2
North of England +124 10 £50,000 -
South East +127 8 £77,500 -
Yorkshire +103 8 - -
Midlands +86 3 £43,500 -13.00%
West Midlands +80 3 £43,500 -13.00%
East of England +84 2 £55,000 +15.79%
South West +81 2 - - 1
North West +77 2 £50,000 -

For the 6 months to 5 June 2020, 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 28 (65.12%) Data Warehouse
2 26 (60.47%) Business Intelligence
2 26 (60.47%) Oracle
3 25 (58.14%) SQL Server
3 25 (58.14%) Python
4 24 (55.81%) Teradata
5 23 (53.49%) SQL
5 23 (53.49%) Data Modelling
6 20 (46.51%) Scala
6 20 (46.51%) Azure
7 19 (44.19%) Analytics
8 17 (39.53%) Amazon Redshift
8 17 (39.53%) AWS
8 17 (39.53%) Hadoop
8 17 (39.53%) SQL Server Reporting Services
8 17 (39.53%) Migration
9 16 (37.21%) BusinessObjects
9 16 (37.21%) Java
9 16 (37.21%) Cognos
10 15 (34.88%) ETL
10 15 (34.88%) Apache Spark
11 14 (32.56%) Power BI
11 14 (32.56%) Power Platform
11 14 (32.56%) SQL Server Integration Services
11 14 (32.56%) Data Architecture
11 14 (32.56%) NoSQL
12 13 (30.23%) MongoDB
12 13 (30.23%) Tableau
12 13 (30.23%) Degree
12 13 (30.23%) Machine Learning

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 15 (34.88%) Apache Spark
2 10 (23.26%) Apache
3 8 (18.60%) Oracle Coherence
4 6 (13.95%) SAS
5 3 (6.98%) Confluence
5 3 (6.98%) Oracle SOA Suite
5 3 (6.98%) Oracle Workflow
Cloud Services
1 20 (46.51%) Azure
2 17 (39.53%) AWS
3 14 (32.56%) Power Platform
4 8 (18.60%) SaaS
5 7 (16.28%) GCP
6 5 (11.63%) Cloud Computing
6 5 (11.63%) Serverless
7 4 (9.30%) Azure Data Factory
8 1 (2.33%) Azure Stack
Database & Business Intelligence
1 28 (65.12%) Data Warehouse
2 25 (58.14%) SQL Server
3 17 (39.53%) Amazon Redshift
3 17 (39.53%) Hadoop
3 17 (39.53%) SQL Server Reporting Services
4 16 (37.21%) BusinessObjects
5 14 (32.56%) NoSQL
5 14 (32.56%) Power BI
5 14 (32.56%) SQL Server Integration Services
6 13 (30.23%) MongoDB
7 12 (27.91%) Cosmos DB
8 11 (25.58%) QlikView
8 11 (25.58%) Snowflake Schema
9 10 (23.26%) SQL Server Analysis Services
10 9 (20.93%) Azure SQL Database
10 9 (20.93%) Big Data
10 9 (20.93%) Data Lake
11 8 (18.60%) DB2
11 8 (18.60%) IBM InfoSphere
12 7 (16.28%) Apache Hive
Development Applications
1 8 (18.60%) Git (software)
2 5 (11.63%) ER Studio
2 5 (11.63%) ERwin
2 5 (11.63%) GDB
2 5 (11.63%) Sourcetree
3 4 (9.30%) SQL Server Management Studio (SSMS)
3 4 (9.30%) Visual Studio
3 4 (9.30%) Visual Studio Code
4 3 (6.98%) JIRA
5 1 (2.33%) Cucumber
5 1 (2.33%) Jenkins
5 1 (2.33%) ProC
General
1 11 (25.58%) Finance
1 11 (25.58%) Retail
2 9 (20.93%) Banking
3 3 (6.98%) Marketing
4 1 (2.33%) Advertising
4 1 (2.33%) Games
Job Titles
1 23 (53.49%) Architect
1 23 (53.49%) Data Architect
2 8 (18.60%) Data Manager
2 8 (18.60%) Database Architect
2 8 (18.60%) Enterprise Data Architect
2 8 (18.60%) Operations Manager
2 8 (18.60%) Strategy Architect
3 6 (13.95%) Cloud Architect
4 5 (11.63%) Big Data Architect
5 4 (9.30%) Developer
6 3 (6.98%) Azure Architect
6 3 (6.98%) Test Leader
7 2 (4.65%) Business Intelligence Developer
7 2 (4.65%) Cognos BI Developer
7 2 (4.65%) Cognos Developer
7 2 (4.65%) DBA
7 2 (4.65%) Microsoft BI Developer
7 2 (4.65%) SQL DBA
7 2 (4.65%) SSIS Developer
8 1 (2.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (18.60%) NumPy
1 8 (18.60%) Pandas
1 8 (18.60%) scikit-learn
1 8 (18.60%) SciPy
2 5 (11.63%) .NET
2 5 (11.63%) Kafka
3 3 (6.98%) JSON
4 1 (2.33%) Apache Beam
Miscellaneous
1 8 (18.60%) Reinsurance
2 6 (13.95%) Analytical Skills
3 5 (11.63%) N-Tier
4 2 (4.65%) Clustering
4 2 (4.65%) Replication
5 1 (2.33%) Greenfield Project
Operating Systems
1 2 (4.65%) Linux
Processes & Methodologies
1 26 (60.47%) Business Intelligence
2 23 (53.49%) Data Modelling
3 19 (44.19%) Analytics
4 17 (39.53%) Migration
5 15 (34.88%) ETL
6 14 (32.56%) Data Architecture
7 13 (30.23%) Machine Learning
8 11 (25.58%) Agile Software Development
8 11 (25.58%) Continuous Improvement
9 10 (23.26%) Data Science
10 9 (20.93%) Data Management
10 9 (20.93%) Data Strategy
10 9 (20.93%) Kimball Methodology
10 9 (20.93%) Master Data Management
11 8 (18.60%) Artificial Intelligence
11 8 (18.60%) Logical Data Model
11 8 (18.60%) Microservices
11 8 (18.60%) Physical Data Model
11 8 (18.60%) Test Automation
11 8 (18.60%) TOGAF
Programming Languages
1 25 (58.14%) Python
2 23 (53.49%) SQL
3 20 (46.51%) Scala
4 16 (37.21%) Java
5 10 (23.26%) Bash Shell
6 8 (18.60%) Korn
6 8 (18.60%) PL/SQL
7 7 (16.28%) T-SQL
8 6 (13.95%) C#
9 5 (11.63%) JavaScript
9 5 (11.63%) PowerShell
9 5 (11.63%) VB.NET
10 2 (4.65%) R
11 1 (2.33%) PROC SQL
Qualifications
1 13 (30.23%) Degree
2 8 (18.60%) TOGAF Certification
3 5 (11.63%) Computer Science Degree
3 5 (11.63%) MBA
4 3 (6.98%) ISTQB
Quality Assurance & Compliance
1 7 (16.28%) Data Quality
2 3 (6.98%) QA
System Software
1 1 (2.33%) Docker
Vendors
1 26 (60.47%) Oracle
2 24 (55.81%) Teradata
3 16 (37.21%) Cognos
4 13 (30.23%) Tableau
5 11 (25.58%) IBM
6 10 (23.26%) Microsoft
7 7 (16.28%) Google
7 7 (16.28%) Informatica
8 6 (13.95%) Sybase
8 6 (13.95%) Vertica
9 5 (11.63%) Databricks
10 4 (9.30%) Ab Initio
11 3 (6.98%) Actuate
11 3 (6.98%) MicroStrategy
11 3 (6.98%) SAP
12 1 (2.33%) Alteryx
12 1 (2.33%) StreamSets