The table below looks at the statistics for Impala skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Impala over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 565 573 630
Rank change year-on-year
+8 +57
Contract jobs citing Impala 63 72 8
As % of all contract IT jobs located in the UK 0.13% 0.13% 0.014%
As % of the Database & Business Intelligence category 0.56% 0.56% 0.065%
Number of daily rates quoted 38 44 5
Median daily rate £578 £619 £430
Median daily rate % change year-on-year
-6.66% +43.89%
90% offered a daily rate of more than £443 £450 £383
10% offered a daily rate of more than £700 £650 £480
UK excluding London median daily rate £475 £588 £365
% change year-on-year
-19.14% +60.95%
Number of hourly rates quoted 0 1 0
Median hourly rate - £37.50 -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised across the UK.

Database & Business Intelligence Category
UK
Contract IT job ads with a match in the
Database & Business Intelligence category
11230 12871 12259
As % of all contract IT jobs located in the UK 22.38% 23.17% 21.23%
Number of daily rates quoted 7430 8593 8113
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £385 £363
% change year-on-year
+3.89% +6.20%
Number of hourly rates quoted 158 196 192
Median hourly rate £38.00 £25.44 £31.00
Median hourly rate % change year-on-year
+49.37% -17.93%
90% offered a hourly rate of more than £13.50 £12.00 £13.00
10% offered a hourly rate of more than £55.25 £45.00 £54.00
UK excluding London median hourly rate £38.00 £26.25 £32.75
% change year-on-year
+44.76% -19.84%

Impala
Jobs Demand Trend

The demand trend of contract jobs citing Impala as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Impala Jobs Demand Trend in the UK

Impala
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Impala within the UK.

Impala Daily Rate Trend in the UK

Impala
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Impala within the UK over the 3 months to 2 December 2016.

Impala Daily Rate Histogram in the UK

Impala
Hourly Rate Trend

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

Impala Hourly Rate Trend in the UK

Impala
Top 13 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the UK over the 3 months to 2 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +2 63 £578 -6.66% 6
London +1 55 £580 -9.01% 3
City of London -3 9 £580 -9.01% 2
South East +25 5 £350 -34.88%
Buckinghamshire +21 4 £350 -15.15%
Canary Wharf +3 4 £575 -11.53%
Milton Keynes - 3 £350 -
West Midlands -26 2 £525 -19.23%
North West +4 1 £475 -19.14% 3
Manchester 0 1 £475 -19.14% 3
Coventry -23 1 £525 -19.23%
Warwickshire - 1 - -
Rugby - 1 - -

Impala
Top 30 Related IT Skills

For the 6 months to 2 December 2016, IT contractor jobs citing Impala 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 Impala.

1 106 (96.36%) Hadoop
2 96 (87.27%) Apache Hive
3 91 (82.73%) Apache Spark
4 87 (79.09%) Big Data
5 64 (58.18%) Scala
6 57 (51.82%) Java
7 53 (48.18%) Cloudera
8 52 (47.27%) Python
9 45 (40.91%) HBase
10 44 (40.00%) Finance
10 44 (40.00%) Agile Software Development
11 40 (36.36%) Kafka
12 39 (35.45%) MapReduce
13 38 (34.55%) HDFS
14 33 (30.00%) Apache Pig
14 33 (30.00%) SQL
15 32 (29.09%) ETL
15 32 (29.09%) Banking
16 30 (27.27%) Apache Cassandra
17 28 (25.45%) R
18 25 (22.73%) NoSQL
18 25 (22.73%) Unix
19 24 (21.82%) Sqoop
20 22 (20.00%) MongoDB
20 22 (20.00%) Data Architecture
20 22 (20.00%) Linux
21 20 (18.18%) Apache Flume
21 20 (18.18%) Hadoop YARN
22 19 (17.27%) Data Analysis
22 19 (17.27%) Degree

Impala
Top Related 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 91 (82.73%) Apache Spark
2 33 (30.00%) Apache Pig
3 18 (16.36%) Apache Solr
4 12 (10.91%) Elasticsearch
5 8 (7.27%) SAS
6 4 (3.64%) Apache
7 2 (1.82%) BizTalk Server
Applications
1 3 (2.73%) MS Excel
2 2 (1.82%) MS Office
3 1 (0.91%) SPSS
Business Applications
1 1 (0.91%) SAP Oil and Gas
Cloud Services
1 10 (9.09%) Amazon AWS
2 4 (3.64%) Cloud Computing
3 3 (2.73%) Microsoft Azure
4 2 (1.82%) Amazon EC2
4 2 (1.82%) Amazon S3
5 1 (0.91%) Amazon EMR
5 1 (0.91%) IaaS
5 1 (0.91%) PaaS
Communications & Networking
1 7 (6.36%) Kerberos
Database & Business Intelligence
1 106 (96.36%) Hadoop
2 96 (87.27%) Apache Hive
3 87 (79.09%) Big Data
4 45 (40.91%) HBase
5 30 (27.27%) Apache Cassandra
6 25 (22.73%) NoSQL
7 24 (21.82%) Sqoop
8 22 (20.00%) MongoDB
9 18 (16.36%) Data Warehouse
9 18 (16.36%) Relational Database
10 14 (12.73%) Data Lake
11 12 (10.91%) Cloudera CDH
12 10 (9.09%) BusinessObjects
13 8 (7.27%) QlikView
13 8 (7.27%) RDBMS
13 8 (7.27%) SQL Server
14 6 (5.45%) MarkLogic
14 6 (5.45%) PowerCenter
14 6 (5.45%) Riak
15 5 (4.55%) Mahout
Development Applications
1 7 (6.36%) Git (software)
2 6 (5.45%) Talend Open Studio
3 4 (3.64%) Atlassian Bamboo
3 4 (3.64%) Gradle
3 4 (3.64%) Jenkins
4 2 (1.82%) ERwin
4 2 (1.82%) JIRA
5 1 (0.91%) MSI
General
1 44 (40.00%) Finance
2 32 (29.09%) Banking
3 8 (7.27%) Investment Banking
4 5 (4.55%) Retail
5 4 (3.64%) Marketing
6 3 (2.73%) Front Office
6 3 (2.73%) Legal
7 1 (0.91%) Advertising
7 1 (0.91%) Electronics
7 1 (0.91%) Financial Institution
7 1 (0.91%) Games
7 1 (0.91%) Manufacturing
7 1 (0.91%) Telecoms
Job Titles
1 43 (39.09%) Developer
2 28 (25.45%) Hadoop Developer
3 26 (23.64%) Data Engineer
4 20 (18.18%) Scala Developer
5 18 (16.36%) Big Data Engineer
6 15 (13.64%) Apache Spark Developer
6 15 (13.64%) Java Developer
7 13 (11.82%) Big Data Developer
8 11 (10.00%) Architect
8 11 (10.00%) Data Architect
9 8 (7.27%) Programmer
10 7 (6.36%) Administrator
10 7 (6.36%) Analyst
10 7 (6.36%) Big Data Architect
10 7 (6.36%) Java Hadoop Developer
10 7 (6.36%) Java Scala Developer
10 7 (6.36%) Senior Developer
11 6 (5.45%) Data Analyst
11 6 (5.45%) Data Scientist
11 6 (5.45%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 40 (36.36%) Kafka
2 8 (7.27%) Apache Avro
2 8 (7.27%) REST
2 8 (7.27%) Spark Streaming
2 8 (7.27%) Web Services
3 6 (5.45%) AngularJS
3 6 (5.45%) Lucene
4 5 (4.55%) Hibernate
4 5 (4.55%) JMS
4 5 (4.55%) Spring
5 4 (3.64%) Cascading
5 4 (3.64%) ELK Stack
5 4 (3.64%) HTML
5 4 (3.64%) HTML5
5 4 (3.64%) Java SE
5 4 (3.64%) jQuery
6 3 (2.73%) Akka
6 3 (2.73%) FIX Protocol
6 3 (2.73%) Java EE
6 3 (2.73%) MLlib
Miscellaneous
1 13 (11.82%) Analytical Skills
1 13 (11.82%) Statistics
1 13 (11.82%) Visualisation
2 11 (10.00%) Computer Science
3 8 (7.27%) Algorithms
3 8 (7.27%) Grid Computing
3 8 (7.27%) Mathematics
4 7 (6.36%) Data Integration
5 5 (4.55%) Physics
6 4 (3.64%) Data Structures
6 4 (3.64%) User Experience
7 2 (1.82%) Credit Risk
8 1 (0.91%) Artificial Intelligence
8 1 (0.91%) Replication
8 1 (0.91%) Virtual Team
8 1 (0.91%) VSAM
Operating Systems
1 25 (22.73%) Unix
2 22 (20.00%) Linux
3 3 (2.73%) Red Hat Enterprise Linux
4 2 (1.82%) AIX
5 1 (0.91%) CentOS
Processes & Methodologies
1 44 (40.00%) Agile Software Development
2 39 (35.45%) MapReduce
3 32 (29.09%) ETL
4 22 (20.00%) Data Architecture
5 19 (17.27%) Data Analysis
6 18 (16.36%) Data Modelling
7 17 (15.45%) Scrum
8 16 (14.55%) Continuous Integration
9 15 (13.64%) Stakeholder Management
10 14 (12.73%) Data Ingestion
11 13 (11.82%) Analytics
12 12 (10.91%) Data Visualisation
13 11 (10.00%) Machine Learning
14 9 (8.18%) Business Intelligence
14 9 (8.18%) DevOps
14 9 (8.18%) Functional Programming
14 9 (8.18%) Software Engineering
15 8 (7.27%) API Design
16 7 (6.36%) ETL Development
16 7 (6.36%) Planning and Forecasting
Programming Languages
1 64 (58.18%) Scala
2 57 (51.82%) Java
3 52 (47.27%) Python
4 33 (30.00%) SQL
5 28 (25.45%) R
6 15 (13.64%) Perl
7 8 (7.27%) Shell Script
8 7 (6.36%) Bash Shell
9 5 (4.55%) JavaScript
10 4 (3.64%) C
10 4 (3.64%) C++
10 4 (3.64%) PL/SQL
11 2 (1.82%) VBA
12 1 (0.91%) C#
12 1 (0.91%) Clojure
12 1 (0.91%) PHP
Qualifications
1 19 (17.27%) Degree
2 2 (1.82%) PhD
3 1 (0.91%) BPSS Clearance
3 1 (0.91%) SC Cleared
3 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 7 (6.36%) Data Quality
2 2 (1.82%) QA
System Software
1 38 (34.55%) HDFS
2 20 (18.18%) Apache Flume
3 3 (2.73%) Apache ZooKeeper
4 1 (0.91%) Active Directory
Systems Management
1 20 (18.18%) Hadoop YARN
2 18 (16.36%) Oozie
3 5 (4.55%) Control-M
4 4 (3.64%) Kibana
4 4 (3.64%) logstash
5 3 (2.73%) Puppet
6 2 (1.82%) Salt
6 2 (1.82%) Tivoli
7 1 (0.91%) Opscode Chef
Vendors
1 53 (48.18%) Cloudera
2 15 (13.64%) Hortonworks
3 11 (10.00%) Oracle
4 6 (5.45%) Tableau
4 6 (5.45%) Talend
5 5 (4.55%) SAP
6 4 (3.64%) Teradata
7 3 (2.73%) Datameer
8 2 (1.82%) Cognos
8 2 (1.82%) Informatica
8 2 (1.82%) Microsoft
9 1 (0.91%) Ab Initio
9 1 (0.91%) CA Agile Central
9 1 (0.91%) Google
9 1 (0.91%) MapR
9 1 (0.91%) MicroStrategy
9 1 (0.91%) Red Hat
9 1 (0.91%) Splunk
London
CPS Group Limited
Posted: 9 days ago