Period
to 21 November 2017

The table below provides summary statistics for contract job vacancies with a requirement for knowledge and experience of Informatica products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Informatica 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 the Informatica Corporation.

Informatica
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 486 410 268
Rank change year-on-year -76 -142 +37
Contract jobs citing Informatica 444 595 1010
As % of all contract IT jobs advertised in the UK 0.43% 0.57% 0.89%
As % of the Vendors category 1.01% 1.25% 2.05%
Number of daily rates quoted 314 402 619
UK median daily rate £450 £445 £450
Median daily rate % change year-on-year +1.12% -1.11% +5.88%
10th Percentile £313 £313 £305
90th Percentile £662 £599 £575
UK excluding London median daily rate £425 £400 £445
% change year-on-year +6.25% -10.11% +25.35%
Number of hourly rates quoted 3 0 0
UK median hourly rate £65.00 - -
UK excluding London median hourly rate £59.00 - -

Informatica 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 43951 47473 49241
As % of all contract IT jobs advertised in the UK 42.62% 45.33% 43.35%
Number of daily rates quoted 27307 29002 29036
UK median daily rate £430 £420 £400
Median daily rate % change year-on-year +2.38% +5.00% -
10th Percentile £235 £240 £225
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +4.17%
Number of hourly rates quoted 1470 1695 2097
UK median hourly rate £17.38 £16.50 £17.50
Median hourly rate % change year-on-year +5.30% -5.71% +6.06%
10th Percentile £10.58 £10.23 £10.13
90th Percentile £45.27 £45.00 £43.75
UK excluding London median hourly rate £16.50 £16.50 £17.50
% change year-on-year - -5.71% +6.06%

Informatica
Job Vacancy Trend

Job postings citing Informatica as a percentage of all IT jobs advertised.

Job vacancy trend for Informatica in the UK

Informatica
Contractor Daily Rate Trend

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

Contractor daily rate trend for Informatica in the UK

Informatica
Contractor Daily Rate Histogram

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

Contractor daily rate histogram for Informatica in the UK

Informatica
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Informatica in the UK

Informatica
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Informatica over the 6 months to 21 November 2017.

Contractor hourly rate histogram for Informatica in the UK

Informatica
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Informatica within the UK 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
England -97 375 £475 +5.56% 27
UK excluding London -66 225 £425 +6.25% 12
London -46 210 £525 +10.53% 17
South East -19 59 £425 +13.33%
North of England +3 57 £425 -2.86% 8
Scotland +34 56 £400 -3.03% 2
Yorkshire +33 33 £460 -5.15% 5
North East +40 25 £425 +6.25%
Midlands -38 24 £451 +9.73%
North West +7 17 £610 +52.50% 3
South West -1 15 £488 +62.50% 2
East Midlands -22 15 £438 +6.06%
West Midlands -14 9 £488 +27.87%
Wales -5 7 £331 -33.75%
East of England -17 7 £240 -16.52%

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

1 217 (48.87%) ETL
2 213 (47.97%) SQL
3 203 (45.72%) Oracle
4 171 (38.51%) Data Warehouse
5 133 (29.95%) Data Modelling
6 124 (27.93%) Agile Software Development
7 114 (25.68%) Business Intelligence
8 113 (25.45%) Finance
9 88 (19.82%) PowerCenter
10 84 (18.92%) Data Integration
11 80 (18.02%) Analytics
12 75 (16.89%) Big Data
12 75 (16.89%) Java
13 71 (15.99%) Data Quality
14 68 (15.32%) Migration
15 67 (15.09%) SQL Server
15 67 (15.09%) Analytical Skills
16 66 (14.86%) Unix
17 64 (14.41%) Data Management
18 61 (13.74%) Banking
19 60 (13.51%) Hadoop
20 57 (12.84%) PL/SQL
21 55 (12.39%) BusinessObjects
22 52 (11.71%) Linux
22 52 (11.71%) SQL Server Integration Services
23 51 (11.49%) Data Analysis
24 49 (11.04%) IBM
24 49 (11.04%) Tableau
25 48 (10.81%) Data Migration
26 44 (9.91%) Teradata

Informatica
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 32 (7.21%) JBoss
2 28 (6.31%) SAS
3 27 (6.08%) Apache Spark
4 17 (3.83%) WebLogic
5 15 (3.38%) WebSphere
6 14 (3.15%) PowerExchange
6 14 (3.15%) Tomcat
7 13 (2.93%) WebSphere Application Server
8 11 (2.48%) Apache Pig
9 7 (1.58%) Apache
10 6 (1.35%) IIS
11 5 (1.13%) Mule
11 5 (1.13%) Oracle Workflow
12 4 (0.90%) FileNet
12 4 (0.90%) SharePoint
13 2 (0.45%) ArcGIS
13 2 (0.45%) BizTalk Server
13 2 (0.45%) Confluence
14 1 (0.23%) Apache Solr
14 1 (0.23%) nginx
Applications
1 8 (1.80%) MS Visio
2 7 (1.58%) Microsoft Office
3 5 (1.13%) Microsoft Excel
3 5 (1.13%) SPSS
4 1 (0.23%) Photoshop
4 1 (0.23%) Stata
Business Applications
1 13 (2.93%) IBM Operational Decision Manager
2 6 (1.35%) Dynamics CRM
3 5 (1.13%) NetSuite
4 4 (0.90%) Salesforce.com CRM
5 3 (0.68%) Radian6
5 3 (0.68%) SAP MDG
5 3 (0.68%) Siebel CRM
5 3 (0.68%) Social Studio
6 2 (0.45%) HFM
6 2 (0.45%) Markit EDM
6 2 (0.45%) Oracle EBS
6 2 (0.45%) RMDS
7 1 (0.23%) SAP MDM
7 1 (0.23%) Teamcenter
Cloud Services
1 20 (4.50%) GitHub
2 15 (3.38%) Boomi
3 14 (3.15%) Amazon AWS
4 8 (1.80%) Microsoft Azure
5 6 (1.35%) Amazon S3
6 5 (1.13%) Amazon EC2
6 5 (1.13%) Amazon EMR
6 5 (1.13%) Amazon Glacier
6 5 (1.13%) Force.com
7 3 (0.68%) SaaS
7 3 (0.68%) Salesforce Sales Cloud
7 3 (0.68%) Salesforce Service Cloud
8 2 (0.45%) IaaS
8 2 (0.45%) PaaS
9 1 (0.23%) AtomSphere
9 1 (0.23%) iPaaS
Communications & Networking
1 8 (1.80%) X.21
2 6 (1.35%) SSL
3 5 (1.13%) Intrusion Detection
3 5 (1.13%) LDAP
3 5 (1.13%) Network Security
4 4 (0.90%) VLAN
5 3 (0.68%) CTI
5 3 (0.68%) Internet
6 1 (0.23%) AMQP
6 1 (0.23%) Firewall
6 1 (0.23%) HTTP
6 1 (0.23%) Intranet
6 1 (0.23%) Kerberos
6 1 (0.23%) OpenLDAP
6 1 (0.23%) PuTTY
Database & Business Intelligence
1 171 (38.51%) Data Warehouse
2 88 (19.82%) PowerCenter
3 75 (16.89%) Big Data
4 67 (15.09%) SQL Server
5 60 (13.51%) Hadoop
6 55 (12.39%) BusinessObjects
7 52 (11.71%) SQL Server Integration Services
8 43 (9.68%) Relational Database
9 40 (9.01%) QlikView
10 38 (8.56%) Apache Hive
11 37 (8.33%) NoSQL
12 28 (6.31%) Oracle Database
13 26 (5.86%) SQL Server Analysis Services
13 26 (5.86%) SQL Server Reporting Services
14 25 (5.63%) DataStage
14 25 (5.63%) HBase
15 23 (5.18%) Enterprise Data Warehouse
16 19 (4.28%) Impala
16 19 (4.28%) MongoDB
17 17 (3.83%) Data Lake
Development Applications
1 42 (9.46%) Talend Open Studio
2 25 (5.63%) ERwin
3 16 (3.60%) Git (software)
4 11 (2.48%) JIRA
5 7 (1.58%) Subversion
6 6 (1.35%) Eclipse
6 6 (1.35%) Jenkins
6 6 (1.35%) TeamCity
7 5 (1.13%) Rational Rhapsody
7 5 (1.13%) Visual Studio
8 4 (0.90%) Ant
8 4 (0.90%) JMeter
8 4 (0.90%) LoadRunner
8 4 (0.90%) Oracle APEX
8 4 (0.90%) PowerDesigner
9 3 (0.68%) Maven
9 3 (0.68%) NuGet
9 3 (0.68%) Oracle Forms
10 2 (0.45%) SoapUI
10 2 (0.45%) SonarQube
General
1 113 (25.45%) Finance
2 61 (13.74%) Banking
3 18 (4.05%) Investment Banking
4 16 (3.60%) Pharmaceutical
5 14 (3.15%) Telecoms
6 8 (1.80%) German Language
7 7 (1.58%) Legal
8 6 (1.35%) Front Office
8 6 (1.35%) Retail
9 5 (1.13%) Back Office
9 5 (1.13%) Marketing
9 5 (1.13%) Retail Banking
10 4 (0.90%) Manufacturing
11 3 (0.68%) Financial Institution
12 2 (0.45%) Local Government
13 1 (0.23%) Automotive
13 1 (0.23%) Spanish Language
Job Titles
1 158 (35.59%) Developer
2 61 (13.74%) Architect
3 59 (13.29%) Informatica Developer
4 51 (11.49%) Analyst
5 43 (9.68%) Consultant
6 40 (9.01%) Data Architect
7 38 (8.56%) Data Engineer
8 25 (5.63%) Data Analyst
9 22 (4.95%) ETL Developer
10 19 (4.28%) Informatica Consultant
11 18 (4.05%) Business Analyst
12 16 (3.60%) Senior Data Engineer
12 16 (3.60%) Solutions Architect
13 15 (3.38%) Data Consultant
13 15 (3.38%) QlikView Developer
14 14 (3.15%) Informatica Engineer
14 14 (3.15%) Oracle Developer
14 14 (3.15%) SQL Developer
15 13 (2.93%) DevOps Engineer
16 12 (2.70%) Java Developer
Libraries, Frameworks & Software Standards
1 26 (5.86%) Web Services
2 25 (5.63%) Kafka
2 25 (5.63%) XML
3 22 (4.95%) .NET
4 21 (4.73%) SOAP
5 20 (4.50%) Visualforce
6 16 (3.60%) RESTful
7 15 (3.38%) Middleware
8 14 (3.15%) WebSphere MQ
9 13 (2.93%) Software Packaging
9 13 (2.93%) Spark Streaming
10 12 (2.70%) HTML
10 12 (2.70%) Spring
11 11 (2.48%) REST
12 9 (2.03%) HTML5
12 9 (2.03%) MDX
13 8 (1.80%) JSON
14 7 (1.58%) AngularJS
14 7 (1.58%) J2EE
14 7 (1.58%) XSLT
Miscellaneous
1 67 (15.09%) Analytical Skills
2 18 (4.05%) Derivative
3 15 (3.38%) Market Risk
4 13 (2.93%) Enterprise Software
5 12 (2.70%) Management Information System
6 11 (2.48%) Data Structures
6 11 (2.48%) Equities
6 11 (2.48%) Fixed Income
6 11 (2.48%) Private Cloud
6 11 (2.48%) Reference Data
7 10 (2.25%) Algorithms
7 10 (2.25%) Credit Risk
8 8 (1.80%) Foreign Exchange (FX)
9 7 (1.58%) DataPower
9 7 (1.58%) User Experience
10 6 (1.35%) Computer Science
11 5 (1.13%) Life Science
12 4 (0.90%) Greenfield Project
12 4 (0.90%) Linux Command Line
13 3 (0.68%) Mobile App
Operating Systems
1 66 (14.86%) Unix
2 52 (11.71%) Linux
3 22 (4.95%) Windows
4 19 (4.28%) Red Hat Enterprise Linux
5 14 (3.15%) AIX
6 3 (0.68%) Windows Server
6 3 (0.68%) Windows XP
7 1 (0.23%) CentOS
7 1 (0.23%) HPUX
7 1 (0.23%) Ubuntu
7 1 (0.23%) Windows Server 2003
7 1 (0.23%) Windows Server 2008
Processes & Methodologies
1 217 (48.87%) ETL
2 133 (29.95%) Data Modelling
3 124 (27.93%) Agile Software Development
4 114 (25.68%) Business Intelligence
5 84 (18.92%) Data Integration
6 80 (18.02%) Analytics
7 68 (15.32%) Migration
8 64 (14.41%) Data Management
9 51 (11.49%) Data Analysis
10 48 (10.81%) Data Migration
11 40 (9.01%) DevOps
12 39 (8.78%) Data Architecture
13 32 (7.21%) Visualisation
14 29 (6.53%) CRM
14 29 (6.53%) Open Source
15 27 (6.08%) Scrum
15 27 (6.08%) SDLC
16 25 (5.63%) Data Governance
17 24 (5.41%) Performance Tuning
18 22 (4.95%) Data Visualisation
Programming Languages
1 213 (47.97%) SQL
2 75 (16.89%) Java
3 57 (12.84%) PL/SQL
4 40 (9.01%) Shell Script
5 34 (7.66%) Python
6 20 (4.50%) Apex Code
6 20 (4.50%) C#
7 17 (3.83%) Scala
8 11 (2.48%) JavaScript
8 11 (2.48%) T-SQL
9 8 (1.80%) Perl
9 8 (1.80%) R
10 4 (0.90%) PowerShell
11 3 (0.68%) Bash Shell
11 3 (0.68%) C++
12 2 (0.45%) Data Mining Extensions (DMX)
12 2 (0.45%) SAS Macro
12 2 (0.45%) VBA
13 1 (0.23%) GraphQL
13 1 (0.23%) SOQL
Qualifications
1 23 (5.18%) Security Cleared
2 19 (4.28%) SC Cleared
3 10 (2.25%) Degree
4 3 (0.68%) Computer Science Degree
4 3 (0.68%) IIBA
5 2 (0.45%) ISTQB
5 2 (0.45%) ISTQB Foundation Certification
6 1 (0.23%) BPSS Clearance
6 1 (0.23%) DV Cleared
6 1 (0.23%) ISEB
Quality Assurance & Compliance
1 71 (15.99%) Data Quality
2 20 (4.50%) QA
3 7 (1.58%) GDPR
4 6 (1.35%) MiFID
5 3 (0.68%) EMIR
6 2 (0.45%) 21 CFR Part 11
6 2 (0.45%) CDISC
6 2 (0.45%) GxP
6 2 (0.45%) HL7
6 2 (0.45%) ISO 20022
6 2 (0.45%) SLA
7 1 (0.23%) IFRS
7 1 (0.23%) IFRS 9
7 1 (0.23%) ISO 9000
7 1 (0.23%) Solvency II
System Software
1 15 (3.38%) Apache Flume
2 6 (1.35%) Oracle RAC
3 5 (1.13%) Virtual Machines
4 4 (0.90%) HDFS
5 3 (0.68%) Docker
6 2 (0.45%) Tivoli Workload Scheduler
6 2 (0.45%) VMware Infrastructure
7 1 (0.23%) Hyper-V
Systems Management
1 21 (4.73%) Control-M
2 16 (3.60%) Opscode Chef
2 16 (3.60%) Puppet
3 15 (3.38%) Ansible
4 5 (1.13%) Forum Sentry
5 4 (0.90%) MOM
6 3 (0.68%) Oracle EDQ
7 2 (0.45%) HP Quality Center
7 2 (0.45%) Tivoli
8 1 (0.23%) Ambari
8 1 (0.23%) Cobbler
8 1 (0.23%) Dollar Universe
8 1 (0.23%) Kubernetes
8 1 (0.23%) Oracle RMAN
8 1 (0.23%) SolarWinds Orion
8 1 (0.23%) Terraform
Vendors
1 203 (45.72%) Oracle
2 49 (11.04%) IBM
2 49 (11.04%) Tableau
3 44 (9.91%) Teradata
4 43 (9.68%) Microsoft
5 42 (9.46%) Talend
6 33 (7.43%) SAP
7 31 (6.98%) Salesforce.com
8 29 (6.53%) TIBCO
9 20 (4.50%) HP
10 17 (3.83%) Cognos
11 16 (3.60%) Siebel
12 15 (3.38%) Red Hat
13 14 (3.15%) Alteryx
14 13 (2.93%) Axway
15 11 (2.48%) CA
16 10 (2.25%) Dell
16 10 (2.25%) MuleSoft
17 9 (2.03%) MicroStrategy
17 9 (2.03%) Netezza