Period
to 16 October 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 16 October 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
16 Oct 2019
Same period 2018 Same period 2017
Rank 998 1110 1093
Rank change year-on-year +112 -17 -31
Permanent jobs citing Netezza 71 61 106
As % of all permanent IT jobs advertised in the UK 0.052% 0.037% 0.060%
As % of the Vendors category 0.12% 0.086% 0.14%
Number of salaries quoted 42 46 59
UK median annual salary £49,362 £59,819 £55,000
Median salary % change year-on-year -17.48% +8.76% -8.33%
10th Percentile £37,682 £37,500 £41,750
90th Percentile £85,625 £75,000 £87,500
UK excluding London median annual salary £43,156 £62,138 £51,277
% change year-on-year -30.55% +21.18% +2.55%

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 58,828 70,668 77,975
As % of all permanent IT jobs advertised in the UK 42.82% 42.91% 44.46%
Number of salaries quoted 44,703 54,776 60,349
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 October 2019.

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 16 October 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 +96 64 £49,362 -20.56% 7
UK excluding London +76 48 £43,156 -30.55% 3
London +87 21 £75,000 +33.33% 4
Midlands +57 18 £41,500 -17.00% 1
West Midlands +51 18 £41,500 -17.00% 1
South West +2 12 £43,156 -30.55% 2
North of England +36 7 - -
Scotland +24 6 £42,500 +6.25%
South East +29 5 £70,000 +55.56%
North West +36 4 - -
Yorkshire - 3 - -

For the 6 months to 16 October 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 51 (71.83%) Data Warehouse
2 48 (67.61%) SQL
3 45 (63.38%) ETL
4 42 (59.15%) Analytics
5 40 (56.34%) Agile Software Development
6 39 (54.93%) SQL Server
7 37 (52.11%) Python
8 34 (47.89%) Hadoop
9 32 (45.07%) Big Data
9 32 (45.07%) Data Modelling
9 32 (45.07%) Business Intelligence
10 30 (42.25%) Microsoft
11 27 (38.03%) AWS
12 26 (36.62%) IBM
12 26 (36.62%) Finance
13 25 (35.21%) Apache Spark
14 24 (33.80%) Data Architecture
15 23 (32.39%) Data Lake
16 22 (30.99%) Azure
17 21 (29.58%) Oracle
18 19 (26.76%) Cognos
19 18 (25.35%) Informatica
19 18 (25.35%) Mentoring
20 17 (23.94%) Ab Initio
21 16 (22.54%) SQL Server Integration Services
21 16 (22.54%) Java
21 16 (22.54%) Linux
21 16 (22.54%) Scala
22 15 (21.13%) Open Source
22 15 (21.13%) R

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 25 (35.21%) Apache Spark
2 10 (14.08%) Apache
3 7 (9.86%) Confluence
4 6 (8.45%) SAS
5 5 (7.04%) IIS
6 4 (5.63%) Apache Pig
6 4 (5.63%) Tomcat
7 3 (4.23%) Adobe Experience Manager
7 3 (4.23%) Apache Airflow
7 3 (4.23%) FileNet
Business Applications
1 4 (5.63%) Oracle Receivables
Cloud Services
1 27 (38.03%) AWS
2 22 (30.99%) Azure
3 12 (16.90%) GCP
4 8 (11.27%) Power Platform
5 5 (7.04%) Amazon EMR
6 4 (5.63%) Azure Data Factory
6 4 (5.63%) GitHub
7 3 (4.23%) Amazon EC2
7 3 (4.23%) Serverless
8 2 (2.82%) AWS Lambda
9 1 (1.41%) Amazon Kinesis
9 1 (1.41%) Amazon S3
9 1 (1.41%) Amazon SageMaker
9 1 (1.41%) Cloud Computing
9 1 (1.41%) Google Compute Engine
9 1 (1.41%) IaaS
9 1 (1.41%) PaaS
Communications & Networking
1 9 (12.68%) Internet
2 4 (5.63%) Broadband
2 4 (5.63%) Fibre Channel
2 4 (5.63%) SAN
Database & Business Intelligence
1 51 (71.83%) Data Warehouse
2 39 (54.93%) SQL Server
3 34 (47.89%) Hadoop
4 32 (45.07%) Big Data
5 23 (32.39%) Data Lake
6 16 (22.54%) SQL Server Integration Services
7 13 (18.31%) Apache Hive
7 13 (18.31%) DataStage
8 11 (15.49%) SQL Server Analysis Services
9 10 (14.08%) BusinessObjects
9 10 (14.08%) NoSQL
10 9 (12.68%) IBM InfoSphere
10 9 (12.68%) SQL Server Reporting Services
11 8 (11.27%) Power BI
12 7 (9.86%) Amazon Redshift
12 7 (9.86%) Enterprise Data Warehouse
13 6 (8.45%) BusinessObjects XI
13 6 (8.45%) Cognos Query Studio
13 6 (8.45%) IBM PureData
13 6 (8.45%) Snowflake Schema
Development Applications
1 7 (9.86%) Git (software)
1 7 (9.86%) JIRA
2 5 (7.04%) Cucumber
2 5 (7.04%) Selenium
2 5 (7.04%) Team Foundation Server
3 4 (5.63%) Oracle Forms
4 3 (4.23%) Subversion
5 1 (1.41%) Bitbucket
5 1 (1.41%) Jenkins
5 1 (1.41%) TeamCity
General
1 26 (36.62%) Finance
2 5 (7.04%) Banking
3 4 (5.63%) Games
4 1 (1.41%) Financial Institution
4 1 (1.41%) Marketing
4 1 (1.41%) Multimedia
Job Titles
1 22 (30.99%) Data Engineer
2 14 (19.72%) Developer
3 9 (12.68%) Technical Specialist
4 6 (8.45%) Test Engineer
4 6 (8.45%) Test Leader
5 5 (7.04%) Business Developer
5 5 (7.04%) Business Intelligence Developer
5 5 (7.04%) Data Warehouse Specialist
5 5 (7.04%) Senior Data Warehouse Specialist
5 5 (7.04%) Senior Technical Specialist
5 5 (7.04%) Senior Unix Technical Specialist
6 4 (5.63%) Architect
6 4 (5.63%) Business Intelligence Manager
6 4 (5.63%) Business Intelligence Project Manager
6 4 (5.63%) Data Architect
6 4 (5.63%) Linux Specialist
6 4 (5.63%) Project Manager
6 4 (5.63%) Senior Data Engineer
6 4 (5.63%) Solaris Specialist
7 3 (4.23%) Java Developer
Libraries, Frameworks & Software Standards
1 7 (9.86%) Web Services
2 6 (8.45%) Kafka
3 5 (7.04%) Apache Beam
4 3 (4.23%) .NET
4 3 (4.23%) ASP.NET Web Forms
4 3 (4.23%) JSON
4 3 (4.23%) Middleware
4 3 (4.23%) WCF
5 2 (2.82%) Apache NiFi
6 1 (1.41%) Natural Language Processing
6 1 (1.41%) NumPy
6 1 (1.41%) Pandas
6 1 (1.41%) scikit-learn
6 1 (1.41%) Spark Streaming
6 1 (1.41%) TensorFlow
Miscellaneous
1 15 (21.13%) Management Information System
2 11 (15.49%) Analytical Skills
3 8 (11.27%) Data Structures
4 6 (8.45%) Algorithms
5 5 (7.04%) Linux Command Line
5 5 (7.04%) Reinsurance
6 3 (4.23%) Cloud Native
6 3 (4.23%) DataPower
7 1 (1.41%) Reference Data
7 1 (1.41%) User Experience
Operating Systems
1 16 (22.54%) Linux
2 7 (9.86%) Unix
3 5 (7.04%) Windows
4 4 (5.63%) Solaris
Processes & Methodologies
1 45 (63.38%) ETL
2 42 (59.15%) Analytics
3 40 (56.34%) Agile Software Development
4 32 (45.07%) Business Intelligence
4 32 (45.07%) Data Modelling
5 24 (33.80%) Data Architecture
6 18 (25.35%) Mentoring
7 15 (21.13%) Data Science
7 15 (21.13%) Open Source
8 14 (19.72%) Machine Learning
8 14 (19.72%) SDLC
9 13 (18.31%) Migration
9 13 (18.31%) Test Automation
10 11 (15.49%) Mathematics
11 10 (14.08%) Data Integration
11 10 (14.08%) DevOps
11 10 (14.08%) Problem-Solving
12 9 (12.68%) Data Management
13 8 (11.27%) Data Engineering
14 7 (9.86%) Data Acquisition
Programming Languages
1 48 (67.61%) SQL
2 37 (52.11%) Python
3 16 (22.54%) Java
3 16 (22.54%) Scala
4 15 (21.13%) R
5 4 (5.63%) Bash Shell
5 4 (5.63%) C#
5 4 (5.63%) Korn
5 4 (5.63%) PowerShell
5 4 (5.63%) U-SQL
6 3 (4.23%) Groovy
6 3 (4.23%) Shell Script
7 1 (1.41%) MATLAB
7 1 (1.41%) Ruby
Qualifications
1 14 (19.72%) Degree
2 7 (9.86%) ISTQB
3 2 (2.82%) PhD
4 1 (1.41%) ISEB
4 1 (1.41%) ISTQB Foundation Certification
4 1 (1.41%) Master's Degree
Quality Assurance & Compliance
1 6 (8.45%) Data Quality
1 6 (8.45%) QA
System Software
1 5 (7.04%) Active Directory
2 4 (5.63%) NFS
2 4 (5.63%) Veritas Volume Manager
Systems Management
1 5 (7.04%) Control-M
2 4 (5.63%) Oracle ZFS
2 4 (5.63%) Simpana
3 3 (4.23%) Oozie
4 1 (1.41%) Hadoop YARN
4 1 (1.41%) Opscode Chef
4 1 (1.41%) Terraform
Vendors
1 30 (42.25%) Microsoft
2 26 (36.62%) IBM
3 21 (29.58%) Oracle
4 19 (26.76%) Cognos
5 18 (25.35%) Informatica
6 17 (23.94%) Ab Initio
7 14 (19.72%) Cloudera
7 14 (19.72%) Teradata
8 9 (12.68%) Google
9 8 (11.27%) Tableau
10 6 (8.45%) Apple
10 6 (8.45%) Sybase
11 5 (7.04%) Databricks
12 4 (5.63%) CommVault
12 4 (5.63%) Sun
12 4 (5.63%) Veritas
13 3 (4.23%) Adobe
14 2 (2.82%) Datameer
15 1 (1.41%) Hortonworks
15 1 (1.41%) MapR