Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 1082 1064 1081
Rank change year-on-year -18 +17 -53
Permanent jobs citing Netezza 107 173 215
As % of all permanent IT jobs advertised in the UK 0.059% 0.091% 0.099%
As % of the Vendors category 0.13% 0.21% 0.22%
Number of salaries quoted 66 145 178
UK median annual salary £55,000 £60,000 £58,750
Median salary % change year-on-year -8.33% +2.13% -1.67%
10th Percentile £41,125 £40,800 £43,750
90th Percentile £87,500 £82,500 £90,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -3.85%

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 80305 83199 99306
As % of all permanent IT jobs advertised in the UK 44.58% 43.83% 45.66%
Number of salaries quoted 62150 67122 80909
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 23 November 2017.

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 23 November 2017. 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 -33 93 £57,500 -4.17% 5
UK excluding London +16 53 £52,500 +5.00% 2
London -33 52 £62,500 -3.85% 3
North of England +16 23 £55,000 +10.00% 1
Yorkshire +35 15 £55,000 +10.00% 1
Scotland -7 12 £50,000 -
Midlands +11 11 £43,000 -8.51%
West Midlands +2 11 £43,000 -8.51%
North West -15 8 £57,500 -
South East +15 4 £57,500 +1.32% 1
South West +9 3 £43,500 +8.75%

For the 6 months to 23 November 2017, IT jobs citing Netezza also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Netezza.

1 81 (75.70%) ETL
2 65 (60.75%) Data Warehouse
3 63 (58.88%) SQL
4 59 (55.14%) Business Intelligence
5 52 (48.60%) Tableau
6 50 (46.73%) Teradata
7 44 (41.12%) Oracle
7 44 (41.12%) IBM
8 43 (40.19%) Agile Software Development
8 43 (40.19%) Analytics
9 39 (36.45%) Informatica
10 37 (34.58%) SAS
11 36 (33.64%) Data Modelling
12 32 (29.91%) Data Management
12 32 (29.91%) Hadoop
13 29 (27.10%) IBM InfoSphere
13 29 (27.10%) Analytical Skills
13 29 (27.10%) DataStage
14 28 (26.17%) Linux
14 28 (26.17%) Big Data
15 27 (25.23%) Master Data Management
16 26 (24.30%) Data Quality
17 25 (23.36%) R
18 23 (21.50%) BusinessObjects
19 22 (20.56%) Cognos
20 21 (19.63%) SPSS
20 21 (19.63%) Retail
20 21 (19.63%) QlikView
20 21 (19.63%) Data Integration
21 20 (18.69%) Java

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 37 (34.58%) SAS
2 14 (13.08%) Apache
3 13 (12.15%) Apache Spark
4 2 (1.87%) Apache Pig
4 2 (1.87%) Confluence
4 2 (1.87%) IIS
4 2 (1.87%) SharePoint
5 1 (0.93%) Apache Solr
5 1 (0.93%) Elasticsearch
Applications
1 21 (19.63%) SPSS
2 4 (3.74%) Microsoft Excel
2 4 (3.74%) Microsoft PowerPoint
Business Applications
1 4 (3.74%) Cognos Business Intelligence
Cloud Services
1 13 (12.15%) Cloud Computing
2 11 (10.28%) Amazon AWS
2 11 (10.28%) Google Cloud Platform
3 8 (7.48%) Amazon Kinesis
4 4 (3.74%) Adobe Analytics
5 2 (1.87%) Microsoft Azure
6 1 (0.93%) Amazon EMR
6 1 (0.93%) CloudBees
6 1 (0.93%) Cortana Intelligence Suite
Communications & Networking
1 1 (0.93%) SMS
Database & Business Intelligence
1 65 (60.75%) Data Warehouse
2 32 (29.91%) Hadoop
3 29 (27.10%) DataStage
3 29 (27.10%) IBM InfoSphere
4 28 (26.17%) Big Data
5 23 (21.50%) BusinessObjects
6 21 (19.63%) QlikView
7 17 (15.89%) Relational Database
7 17 (15.89%) SQL Server
8 16 (14.95%) RDBMS
9 12 (11.21%) Amazon Redshift
9 12 (11.21%) SQL Server Integration Services
10 11 (10.28%) PowerCenter
10 11 (10.28%) Spotfire
11 10 (9.35%) Apache Cassandra
11 10 (9.35%) BigQuery
12 8 (7.48%) Data Mining
12 8 (7.48%) SAS Visual Analytics
13 7 (6.54%) DB2
13 7 (6.54%) Enterprise Data Warehouse
Development Applications
1 14 (13.08%) Talend Open Studio
2 2 (1.87%) JIRA
3 1 (0.93%) Jenkins
3 1 (0.93%) Selenium
3 1 (0.93%) SonarQube
General
1 21 (19.63%) Retail
2 13 (12.15%) Finance
3 4 (3.74%) Telecoms
4 3 (2.80%) Back Office
4 3 (2.80%) Banking
5 2 (1.87%) Games
Job Titles
1 32 (29.91%) Developer
2 18 (16.82%) Consultant
3 17 (15.89%) ETL Developer
4 14 (13.08%) Architect
4 14 (13.08%) ETL Consultant
5 13 (12.15%) Analytics Manager
5 13 (12.15%) Data Analytics Manager
6 10 (9.35%) Data Consultant
7 9 (8.41%) Business Intelligence Developer
7 9 (8.41%) Data Warehouse Developer
8 8 (7.48%) Administrator
8 8 (7.48%) Data Architect
8 8 (7.48%) DBA
9 7 (6.54%) Analyst
9 7 (6.54%) Cognos Developer
10 6 (5.61%) Data Engineer
10 6 (5.61%) Data Warehouse Consultant
10 6 (5.61%) Database Engineer
10 6 (5.61%) Senior Database Engineer
10 6 (5.61%) Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (8.41%) D3.js
1 9 (8.41%) Web Services
2 8 (7.48%) AngularJS
2 8 (7.48%) CSS
2 8 (7.48%) HTML
2 8 (7.48%) HTML5
2 8 (7.48%) React
3 2 (1.87%) Spark Streaming
4 1 (0.93%) JSON
4 1 (0.93%) Kafka
4 1 (0.93%) MLlib
4 1 (0.93%) RESTful
4 1 (0.93%) SparkR
4 1 (0.93%) TensorFlow
4 1 (0.93%) XML
Miscellaneous
1 29 (27.10%) Analytical Skills
2 8 (7.48%) User Experience
3 3 (2.80%) PMI
3 3 (2.80%) Reinsurance
4 2 (1.87%) Algorithms
4 2 (1.87%) Data Structures
4 2 (1.87%) Management Information System
4 2 (1.87%) Social Network
5 1 (0.93%) Computer Science
5 1 (0.93%) Enterprise Software
Operating Systems
1 28 (26.17%) Linux
2 4 (3.74%) Unix
Processes & Methodologies
1 81 (75.70%) ETL
2 59 (55.14%) Business Intelligence
3 43 (40.19%) Agile Software Development
3 43 (40.19%) Analytics
4 36 (33.64%) Data Modelling
5 32 (29.91%) Data Management
6 27 (25.23%) Master Data Management
7 21 (19.63%) Data Integration
8 17 (15.89%) Information Management
8 17 (15.89%) Open Source
9 16 (14.95%) Data Migration
9 16 (14.95%) Migration
9 16 (14.95%) Visualisation
10 15 (14.02%) Customer Engagement
10 15 (14.02%) Data Governance
11 13 (12.15%) Creative Thinking
11 13 (12.15%) Data Analysis
11 13 (12.15%) Data Analytics
11 13 (12.15%) Requirements Management
12 11 (10.28%) Performance Improvement
Programming Languages
1 63 (58.88%) SQL
2 25 (23.36%) R
3 20 (18.69%) Java
4 17 (15.89%) Python
4 17 (15.89%) Shell Script
5 15 (14.02%) Bash Shell
6 13 (12.15%) PHP
7 10 (9.35%) JavaScript
7 10 (9.35%) Perl
8 6 (5.61%) PL/SQL
9 4 (3.74%) Scala
Qualifications
1 19 (17.76%) Degree
2 13 (12.15%) Master's Degree
3 3 (2.80%) PMI Certification
4 1 (0.93%) ISEB
4 1 (0.93%) ISTQB
4 1 (0.93%) SC Cleared
4 1 (0.93%) Security Cleared
Quality Assurance & Compliance
1 26 (24.30%) Data Quality
2 18 (16.82%) QA
3 1 (0.93%) GCP
3 1 (0.93%) GDPR
System Software
1 1 (0.93%) Docker
Systems Management
1 1 (0.93%) EMC NetWorker
Vendors
1 52 (48.60%) Tableau
2 50 (46.73%) Teradata
3 44 (41.12%) IBM
3 44 (41.12%) Oracle
4 39 (36.45%) Informatica
5 22 (20.56%) Cognos
6 18 (16.82%) Cloudera
7 16 (14.95%) MicroStrategy
8 14 (13.08%) Talend
9 12 (11.21%) Alteryx
10 11 (10.28%) Google
11 10 (9.35%) Ab Initio
12 7 (6.54%) Hortonworks
13 6 (5.61%) Greenplum
14 5 (4.67%) SAP
15 4 (3.74%) Adobe
15 4 (3.74%) EXASOL
15 4 (3.74%) Microsoft
16 3 (2.80%) Vertica
17 2 (1.87%) Syncsort