Period
to 24 February 2018

The table below provides summary statistics for contract job vacancies 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 24 February 2018 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
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 812 730 819
Rank change year-on-year -82 +89 -76
Contract jobs citing Netezza 66 125 80
As % of all contract IT jobs advertised in the UK 0.066% 0.13% 0.074%
As % of the Vendors category 0.16% 0.29% 0.17%
Number of daily rates quoted 48 87 62
UK median daily rate £453 £450 £430
Median daily rate % change year-on-year +0.56% +4.65% +8.72%
10th Percentile £313 £404 £364
90th Percentile £638 £565 £588
UK excluding London median daily rate £450 £463 £413
% change year-on-year -2.70% +12.12% +4.70%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

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.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 42,045 43,145 46,316
As % of all contract IT jobs advertised in the UK 41.77% 44.99% 42.86%
Number of daily rates quoted 26,490 26,523 27,519
UK median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25% -
10th Percentile £231 £240 £230
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £400 £380
% change year-on-year - +5.26% +1.33%
Number of hourly rates quoted 1,408 1,622 1,832
UK median hourly rate £17.50 £17.00 £18.00
Median hourly rate % change year-on-year +2.94% -5.56% +7.78%
10th Percentile £10.75 £10.35 £10.09
90th Percentile £47.25 £46.75 £47.50
UK excluding London median hourly rate £16.00 £16.50 £17.50
% change year-on-year -3.03% -5.71% +6.06%

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Netezza in the UK

Netezza
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Netezza over the 6 months to 24 February 2018.

Contractor daily rate histogram for Netezza in the UK

Netezza
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Netezza in the UK

Netezza
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Netezza within the UK over the 6 months to 24 February 2018. 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
England -86 57 £450 - 15
UK excluding London +14 42 £450 -2.70% 13
London -86 24 £473 +5.00% 5
South East -16 16 £375 -16.67% 5
North of England +24 8 £460 - 1
South West - 6 £453 - 1
Scotland -7 5 £500 +17.65% 3
Yorkshire -1 4 £383 - 1
Northern Ireland - 4 - -
North East - 4 £460 -
Midlands +13 3 £413 -2.94% 2
West Midlands +7 3 £413 -2.94% 2

For the 6 months to 24 February 2018, IT contractor 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 contract job ads with a requirement for Netezza.

1 34 (51.52%) SQL
2 32 (48.48%) Data Warehouse
3 27 (40.91%) ETL
4 24 (36.36%) Oracle
5 21 (31.82%) Unix
5 21 (31.82%) IBM
5 21 (31.82%) SDLC
6 20 (30.30%) Agile Software Development
7 18 (27.27%) SQL Server
8 17 (25.76%) Linux
8 17 (25.76%) Business Intelligence
9 15 (22.73%) Data Analysis
10 14 (21.21%) Data Modelling
11 13 (19.70%) Shell Script
12 11 (16.67%) SAS
12 11 (16.67%) Finance
12 11 (16.67%) SQL Server Integration Services
12 11 (16.67%) Degree
12 11 (16.67%) Analytical Skills
12 11 (16.67%) Hadoop
13 10 (15.15%) Kimball Methodology
13 10 (15.15%) IBM PureData
13 10 (15.15%) Telecoms
13 10 (15.15%) DataStage
14 9 (13.64%) Microsoft
14 9 (13.64%) Power BI
14 9 (13.64%) SQL Server Analysis Services
14 9 (13.64%) Dimensional Modelling
15 8 (12.12%) Oracle BI EE
15 8 (12.12%) Data Extraction

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 11 (16.67%) SAS
2 7 (10.61%) Apache Spark
3 5 (7.58%) Apache Airflow
3 5 (7.58%) Luigi
4 2 (3.03%) Confluence
5 1 (1.52%) Apache Pig
5 1 (1.52%) Apache Solr
Applications
1 5 (7.58%) Microsoft Excel
1 5 (7.58%) Pipeline Pilot
2 1 (1.52%) SPSS
Business Applications
1 1 (1.52%) Cognos Business Intelligence
1 1 (1.52%) Cognos TM1
Cloud Services
1 3 (4.55%) Google Cloud Platform
2 1 (1.52%) GitHub
2 1 (1.52%) Microsoft Azure
Communications & Networking
1 1 (1.52%) Firewall
1 1 (1.52%) Internet
1 1 (1.52%) Intranet
Database & Business Intelligence
1 32 (48.48%) Data Warehouse
2 18 (27.27%) SQL Server
3 11 (16.67%) Hadoop
3 11 (16.67%) SQL Server Integration Services
4 10 (15.15%) DataStage
4 10 (15.15%) IBM PureData
5 9 (13.64%) Power BI
5 9 (13.64%) SQL Server Analysis Services
6 8 (12.12%) Oracle BI EE
7 7 (10.61%) Big Data
7 7 (10.61%) Oracle Database
8 6 (9.09%) Data Lake
8 6 (9.09%) IBM InfoSphere
8 6 (9.09%) OLAP
8 6 (9.09%) QlikView
8 6 (9.09%) Relational Database
8 6 (9.09%) SQL Server Reporting Services
9 5 (7.58%) Data Mining
9 5 (7.58%) KNIME
10 4 (6.06%) PowerCenter
Development Applications
1 8 (12.12%) Git (software)
2 5 (7.58%) ProC
2 5 (7.58%) Subversion
3 3 (4.55%) Jenkins
General
1 11 (16.67%) Finance
2 10 (15.15%) Telecoms
3 4 (6.06%) Pharmaceutical
4 3 (4.55%) Banking
5 2 (3.03%) Billing
5 2 (3.03%) Marketing
6 1 (1.52%) Advertising
6 1 (1.52%) Financial Institution
6 1 (1.52%) Games
Job Titles
1 30 (45.45%) Developer
2 12 (18.18%) Analyst
3 8 (12.12%) SAS Developer
4 7 (10.61%) SSAS Developer
5 6 (9.09%) SQL Analyst
5 6 (9.09%) SQL Data Analyst
6 5 (7.58%) Architect
6 5 (7.58%) Data Analyst
6 5 (7.58%) Data Architect
6 5 (7.58%) Python Developer
7 4 (6.06%) Business Analyst
7 4 (6.06%) Consultant
7 4 (6.06%) ETL Tester
7 4 (6.06%) Netezza Developer
7 4 (6.06%) Solutions Architect
7 4 (6.06%) Tester
8 3 (4.55%) Business Intelligence Business Analyst
8 3 (4.55%) Cloud Architect
8 3 (4.55%) Data Engineer
8 3 (4.55%) DataStage Developer
Libraries, Frameworks & Software Standards
1 7 (10.61%) JSON
1 7 (10.61%) XML
2 5 (7.58%) RESTful
3 3 (4.55%) Flash
4 2 (3.03%) Kafka
4 2 (3.03%) Oracle GoldenGate
5 1 (1.52%) Node.js
Miscellaneous
1 11 (16.67%) Analytical Skills
2 6 (9.09%) Computer Science
3 5 (7.58%) Life Science
4 3 (4.55%) Replication
5 1 (1.52%) Fintech
5 1 (1.52%) Greenfield Project
5 1 (1.52%) Over-the-Top Content
5 1 (1.52%) Virtual Team
5 1 (1.52%) Wiki
Operating Systems
1 21 (31.82%) Unix
2 17 (25.76%) Linux
Processes & Methodologies
1 27 (40.91%) ETL
2 21 (31.82%) SDLC
3 20 (30.30%) Agile Software Development
4 17 (25.76%) Business Intelligence
5 15 (22.73%) Data Analysis
6 14 (21.21%) Data Modelling
7 10 (15.15%) Kimball Methodology
8 9 (13.64%) Dimensional Modelling
9 8 (12.12%) Business Analysis
9 8 (12.12%) Data Extraction
9 8 (12.12%) Data Management
10 6 (9.09%) Data Integration
10 6 (9.09%) Performance Optimisation
10 6 (9.09%) Predictive Modelling
10 6 (9.09%) Release Management
10 6 (9.09%) Scrum
10 6 (9.09%) Visualisation
11 5 (7.58%) Analytics
11 5 (7.58%) Data Protection
11 5 (7.58%) Translating Business Requirements
Programming Languages
1 34 (51.52%) SQL
2 13 (19.70%) Shell Script
3 8 (12.12%) Java
3 8 (12.12%) Python
4 5 (7.58%) C
4 5 (7.58%) Perl
4 5 (7.58%) PROC SQL
4 5 (7.58%) Ruby
5 4 (6.06%) C++
5 4 (6.06%) PHP
6 2 (3.03%) Bash Shell
6 2 (3.03%) Bourne shell
6 2 (3.03%) Korn
7 1 (1.52%) C#
7 1 (1.52%) F#
7 1 (1.52%) PL/SQL
7 1 (1.52%) R
7 1 (1.52%) Scala
7 1 (1.52%) T-SQL
7 1 (1.52%) VBA
Qualifications
1 11 (16.67%) Degree
2 5 (7.58%) PhD
3 1 (1.52%) Computer Science Degree
Quality Assurance & Compliance
1 6 (9.09%) QA
2 1 (1.52%) Data Quality
System Software
1 1 (1.52%) Apache Flume
Vendors
1 24 (36.36%) Oracle
2 21 (31.82%) IBM
3 9 (13.64%) Microsoft
4 7 (10.61%) Informatica
5 6 (9.09%) Teradata
6 5 (7.58%) RapidMiner
7 4 (6.06%) Cognos
7 4 (6.06%) Talend
8 3 (4.55%) Google
8 3 (4.55%) Tableau
8 3 (4.55%) Vertica
9 2 (3.03%) Hortonworks
9 2 (3.03%) Sybase
10 1 (1.52%) Hyperion
10 1 (1.52%) MicroStrategy
10 1 (1.52%) Salesforce.com
10 1 (1.52%) SAP