Period
to 21 November 2017

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Netezza products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Netezza over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within IBM Netezza.

Netezza
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 791 726 787
Rank change year-on-year -65 +61 -56
Contract jobs citing Netezza 64 145 78
As % of all contract IT jobs advertised in England 0.067% 0.15% 0.075%
As % of the Vendors category 0.16% 0.33% 0.17%
Number of daily rates quoted 50 86 48
England median daily rate £450 £450 £450
10th Percentile £325 £409 £328
90th Percentile £603 £519 £613
UK median daily rate £450 £450 £450
Number of hourly rates quoted 2 0 0
England median hourly rate £19.30 - -
UK median hourly rate £19.30 - -

Netezza is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 40589 43972 44998
As % of all contract IT jobs advertised in England 42.79% 45.19% 43.36%
Number of daily rates quoted 25446 27172 27041
England median daily rate £445 £425 £400
Median daily rate % change year-on-year +4.71% +6.25% -
10th Percentile £245 £245 £226
90th Percentile £625 £588 £575
UK median daily rate £430 £420 £400
% change year-on-year +2.38% +5.00% -
Number of hourly rates quoted 1360 1545 1935
England median hourly rate £17.25 £17.00 £17.50
Median hourly rate % change year-on-year +1.47% -2.86% +6.06%
10th Percentile £10.66 £10.25 £10.25
90th Percentile £45.00 £45.00 £43.75
UK median hourly rate £17.38 £16.50 £17.50
% change year-on-year +5.30% -5.71% +6.06%

Netezza
Job Vacancy Trend in England

Job postings citing Netezza as a percentage of all IT jobs advertised in England.

Job vacancy trend for Netezza in England

Netezza
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Netezza in England.

Contractor daily rate trend for Netezza in England

Netezza
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Netezza in England over the 6 months to 21 November 2017.

Contractor daily rate histogram for Netezza in England

Netezza
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Netezza in England.

Contractor hourly rate trend for Netezza in England

Netezza
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Netezza within the England region over the 6 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -82 26 £448 -0.56% 3
South East +3 17 £450 -5.26%
South West - 10 £455 -
North of England +24 6 £460 +9.52% 1
West Midlands +20 4 £450 +15.02%
Midlands +18 4 £450 +15.02%
North East - 4 £460 -
Yorkshire -10 2 £439 +4.46% 1
Netezza
UK

For the 6 months to 21 November 2017, IT contractor jobs citing Netezza also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Netezza.

1 39 (60.94%) Data Warehouse
2 31 (48.44%) ETL
3 30 (46.88%) SQL
4 22 (34.38%) Oracle
4 22 (34.38%) Business Intelligence
5 21 (32.81%) Unix
5 21 (32.81%) Agile Software Development
6 19 (29.69%) IBM
7 18 (28.13%) Linux
8 16 (25.00%) Hadoop
9 15 (23.44%) SDLC
9 15 (23.44%) Data Modelling
10 14 (21.88%) Data Analysis
10 14 (21.88%) Data Integration
11 13 (20.31%) Python
12 12 (18.75%) Business Analysis
12 12 (18.75%) Finance
12 12 (18.75%) Big Data
13 11 (17.19%) RESTful
13 11 (17.19%) Git (software)
13 11 (17.19%) Relational Database
13 11 (17.19%) DataStage
13 11 (17.19%) OO
13 11 (17.19%) SQL Server
14 10 (15.63%) XML
14 10 (15.63%) Java
14 10 (15.63%) Perl
14 10 (15.63%) OOP
14 10 (15.63%) PhD
14 10 (15.63%) Data Mining

Netezza
Co-occurring IT Skills in England 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 (15.63%) Apache Airflow
1 10 (15.63%) Apache Spark
1 10 (15.63%) Luigi
1 10 (15.63%) SAS
2 2 (3.13%) Oracle Workflow
3 1 (1.56%) Apache
3 1 (1.56%) IIS
Applications
1 10 (15.63%) Pipeline Pilot
2 2 (3.13%) SPSS
Communications & Networking
1 1 (1.56%) Firewall
1 1 (1.56%) Internet
1 1 (1.56%) Intranet
Database & Business Intelligence
1 39 (60.94%) Data Warehouse
2 16 (25.00%) Hadoop
3 12 (18.75%) Big Data
4 11 (17.19%) DataStage
4 11 (17.19%) Relational Database
4 11 (17.19%) SQL Server
5 10 (15.63%) Data Mining
5 10 (15.63%) KNIME
6 7 (10.94%) IBM InfoSphere
6 7 (10.94%) IBM PureData
6 7 (10.94%) SQL Server Integration Services
7 6 (9.38%) BusinessObjects
7 6 (9.38%) DB2
7 6 (9.38%) PowerCenter
8 5 (7.81%) OLAP
8 5 (7.81%) Oracle BI EE
8 5 (7.81%) Power BI
8 5 (7.81%) QlikView
8 5 (7.81%) SQL Server Analysis Services
9 4 (6.25%) Enterprise Data Warehouse
Development Applications
1 11 (17.19%) Git (software)
2 10 (15.63%) Subversion
3 4 (6.25%) ProC
4 1 (1.56%) Talend Open Studio
General
1 12 (18.75%) Finance
2 7 (10.94%) Banking
2 7 (10.94%) Telecoms
3 6 (9.38%) Retail
4 4 (6.25%) Pharmaceutical
5 2 (3.13%) Financial Institution
6 1 (1.56%) Dutch Language
6 1 (1.56%) Games
6 1 (1.56%) Investment Banking
Job Titles
1 37 (57.81%) Developer
2 12 (18.75%) Analyst
3 11 (17.19%) Python Developer
4 9 (14.06%) Business Analyst
5 7 (10.94%) Netezza Developer
5 7 (10.94%) SAS Developer
6 6 (9.38%) ETL Developer
7 5 (7.81%) ETL Tester
7 5 (7.81%) Tester
8 4 (6.25%) Business Intelligence Developer
8 4 (6.25%) SQL Analyst
8 4 (6.25%) SSAS Developer
9 3 (4.69%) Banking Analyst
9 3 (4.69%) Business Intelligence Analyst
9 3 (4.69%) Business Intelligence Business Analyst
9 3 (4.69%) Consultant
9 3 (4.69%) Data Warehouse Developer
9 3 (4.69%) DataStage Consultant
9 3 (4.69%) DataStage Developer
9 3 (4.69%) QlikView Analyst
Libraries, Frameworks & Software Standards
1 11 (17.19%) RESTful
2 10 (15.63%) JSON
2 10 (15.63%) XML
3 3 (4.69%) Flash
4 2 (3.13%) Oracle GoldenGate
5 1 (1.56%) D3.js
Miscellaneous
1 10 (15.63%) Computer Science
1 10 (15.63%) Life Science
2 7 (10.94%) Analytical Skills
3 3 (4.69%) Data Structures
4 2 (3.13%) Derivative
4 2 (3.13%) Equities
4 2 (3.13%) Fixed Income
4 2 (3.13%) Replication
5 1 (1.56%) Management Information System
5 1 (1.56%) Over-the-Top Content
5 1 (1.56%) Public Cloud
5 1 (1.56%) Video Conferencing
5 1 (1.56%) Virtual Team
Operating Systems
1 21 (32.81%) Unix
2 18 (28.13%) Linux
3 1 (1.56%) Windows
3 1 (1.56%) Windows Server
Processes & Methodologies
1 31 (48.44%) ETL
2 22 (34.38%) Business Intelligence
3 21 (32.81%) Agile Software Development
4 15 (23.44%) Data Modelling
4 15 (23.44%) SDLC
5 14 (21.88%) Data Analysis
5 14 (21.88%) Data Integration
6 12 (18.75%) Business Analysis
7 11 (17.19%) OO
8 10 (15.63%) Bioinformatics
8 10 (15.63%) Chemistry
8 10 (15.63%) Integration Testing
8 10 (15.63%) Kimball Methodology
8 10 (15.63%) OOP
9 8 (12.50%) Dimensional Modelling
9 8 (12.50%) Workflow
10 7 (10.94%) Data Management
10 7 (10.94%) Test Automation
10 7 (10.94%) Unit Testing
11 6 (9.38%) Refactoring
Programming Languages
1 30 (46.88%) SQL
2 13 (20.31%) Python
3 10 (15.63%) Java
3 10 (15.63%) Perl
3 10 (15.63%) Ruby
3 10 (15.63%) Shell Script
4 7 (10.94%) C
5 5 (7.81%) C++
6 4 (6.25%) PHP
6 4 (6.25%) PROC SQL
7 3 (4.69%) PL/SQL
8 2 (3.13%) Bash Shell
8 2 (3.13%) Bourne shell
8 2 (3.13%) Korn
8 2 (3.13%) T-SQL
9 1 (1.56%) R
9 1 (1.56%) SAS Macro
Qualifications
1 10 (15.63%) PhD
2 5 (7.81%) Degree
Quality Assurance & Compliance
1 4 (6.25%) Data Quality
1 4 (6.25%) QA
2 2 (3.13%) MiFID
Systems Management
1 2 (3.13%) Control-M
Vendors
1 22 (34.38%) Oracle
2 19 (29.69%) IBM
3 10 (15.63%) RapidMiner
4 9 (14.06%) Informatica
5 7 (10.94%) Teradata
6 6 (9.38%) Tableau
7 5 (7.81%) Microsoft
7 5 (7.81%) Vertica
8 4 (6.25%) Hyperion
8 4 (6.25%) MicroStrategy
9 3 (4.69%) Salesforce.com
10 2 (3.13%) Ab Initio
10 2 (3.13%) Bloomberg
10 2 (3.13%) Cognos
10 2 (3.13%) Fidessa
10 2 (3.13%) SAP
11 1 (1.56%) Greenplum
11 1 (1.56%) Hortonworks
11 1 (1.56%) Sybase
11 1 (1.56%) Talend