The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Impala over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Cloudera Impala
Rank 833 847 852
Rank change year-on-year
+14 +5
Permanent jobs citing Impala 71 62 25
As % of all permanent IT jobs located in the UK 0.065% 0.054% 0.024%
As % of the Database & Business Intelligence category 0.21% 0.18% 0.075%
Number of salaries quoted 67 62 19
Average salary £72,500 £66,000 £57,500
Average salary % change year-on-year
+9.84% +14.78%
90% offered a salary of more than £60,000 £50,200 £55,000
10% offered a salary of more than £85,000 £70,000 £58,000
UK excluding London average salary £67,899 - £55,000

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

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
33119 35117 33446
As % of all permanent IT jobs located in the UK 30.36% 30.79% 31.70%
Number of salaries quoted 28081 29579 28849
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £72,500 £65,000 £67,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Impala
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Impala within the UK as a proportion of the total demand within the Database & Business Intelligence category.

Impala Jobs Demand Trend in the UK

Impala
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Impala within the UK.

Impala Salary Trend in the UK

Impala
Salary Histogram

This chart provides a salary histogram for IT jobs citing Impala over the 3 months to 4 September 2015 within the UK.

Impala Salary Histogram in the UK

Impala
Top 11 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Impala within the UK over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +18 71 £72,500 +9.84% 7
London +4 68 £73,750 +11.74% 7
City of London +42 21 £80,000 +14.28% 2
Telford - 2 £63,299 -
Shropshire - 2 £63,299 -
West Midlands - 2 £63,299 -
North West - 1 £72,500 -
East Midlands - 1 £72,500 -
Northamptonshire - 1 £72,500 -
Cheshire - 1 £72,500 -
Canary Wharf - 1 £75,000 -

Impala
Top 30 Related IT Skills

For the 6 months to 4 September 2015, IT jobs within the UK citing Impala also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Impala.

1 137 (100.00%) Hadoop
2 125 (91.24%) Apache Hive
3 109 (79.56%) Big Data
4 93 (67.88%) SQL
5 81 (59.12%) Java
5 81 (59.12%) Apache Pig
6 67 (48.91%) MongoDB
7 54 (39.42%) Bash Shell
8 52 (37.96%) HBase
9 51 (37.23%) Analytics
10 50 (36.50%) Amazon AWS
11 46 (33.58%) Python
12 45 (32.85%) MapReduce
13 43 (31.39%) Agile Software Development
14 42 (30.66%) R
14 42 (30.66%) Analytical Skills
15 41 (29.93%) Mahout
15 41 (29.93%) Visualisation
15 41 (29.93%) PostgreSQL
16 40 (29.20%) Amazon EC2
16 40 (29.20%) Amazon S3
16 40 (29.20%) Git (software)
16 40 (29.20%) Statistical Analysis
16 40 (29.20%) Clojure
16 40 (29.20%) SciPy
16 40 (29.20%) Amazon EMR
16 40 (29.20%) Data Munging
16 40 (29.20%) Pandas
16 40 (29.20%) scikit-learn
17 39 (28.47%) Cascalog

Impala
Top Related IT Skills by Category

For the 6 months to 4 September 2015, IT jobs within the UK citing Impala also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Impala. Up to 20 skills are shown per category.

Application Platforms
1 81 (59.12%) Apache Pig
2 38 (27.74%) Elasticsearch
3 32 (23.36%) Apache Spark
4 26 (18.98%) Apache Solr
5 25 (18.25%) SAS
6 1 (0.73%) Apache
Applications
1 1 (0.73%) SPSS
1 1 (0.73%) Weka
Cloud Services
1 50 (36.50%) Amazon AWS
2 40 (29.20%) Amazon EMR
2 40 (29.20%) Amazon EC2
2 40 (29.20%) Amazon S3
3 9 (6.57%) Microsoft Azure
4 3 (2.19%) Google Analytics
Database & Business Intelligence
1 137 (100.00%) Hadoop
2 125 (91.24%) Apache Hive
3 109 (79.56%) Big Data
4 67 (48.91%) MongoDB
5 52 (37.96%) HBase
6 41 (29.93%) Mahout
6 41 (29.93%) PostgreSQL
7 36 (26.28%) NoSQL
8 27 (19.71%) Apache Cassandra
9 16 (11.68%) Data Warehouse
9 16 (11.68%) Riak
10 9 (6.57%) Pentaho
11 8 (5.84%) Data Mining
12 7 (5.11%) RDBMS
12 7 (5.11%) Relational Database
13 6 (4.38%) QlikView
14 4 (2.92%) SQL Server
15 3 (2.19%) Sqoop
16 1 (0.73%) HCatalog
16 1 (0.73%) MarkLogic
Development Applications
1 40 (29.20%) Git (software)
2 39 (28.47%) Jenkins
2 39 (28.47%) Yeoman
3 8 (5.84%) Talend Open Studio
4 3 (2.19%) TeamCity
4 3 (2.19%) Visual Studio
4 3 (2.19%) Subversion
4 3 (2.19%) SonarQube
4 3 (2.19%) SpecFlow
5 2 (1.46%) Maven
6 1 (0.73%) Gradle
General
1 37 (27.01%) Finance
2 36 (26.28%) Retail
3 35 (25.55%) Banking
4 32 (23.36%) Telecoms
5 11 (8.03%) Investment Banking
6 10 (7.30%) Legal
7 7 (5.11%) Manufacturing
8 2 (1.46%) Front Office
8 2 (1.46%) Games
8 2 (1.46%) Marketing
9 1 (0.73%) Advertising
Job Titles
1 53 (38.69%) Developer
2 39 (28.47%) Data Scientist
3 30 (21.90%) Hadoop Developer
4 25 (18.25%) Big Data Developer
4 25 (18.25%) Software Engineer
5 12 (8.76%) Consultant
6 11 (8.03%) Data Consultant
7 10 (7.30%) Lead Developer
7 10 (7.30%) Analyst
7 10 (7.30%) Data Analyst
8 9 (6.57%) Architect
8 9 (6.57%) Data Analytics Consultant
9 8 (5.84%) Designer
10 6 (4.38%) Java Developer
11 5 (3.65%) Senior Software Engineer
12 3 (2.19%) SQL Developer
13 2 (1.46%) Solutions Architect
13 2 (1.46%) Senior Developer
13 2 (1.46%) Senior Designer
13 2 (1.46%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 40 (29.20%) SciPy
1 40 (29.20%) Pandas
1 40 (29.20%) scikit-learn
2 39 (28.47%) Natural Language Processing
2 39 (28.47%) D3.js
2 39 (28.47%) Cascalog
3 24 (17.52%) Cascading
4 22 (16.06%) Kafka
5 4 (2.92%) HTML
5 4 (2.92%) Spring
5 4 (2.92%) HTML5
6 1 (0.73%) RESTful
6 1 (0.73%) .NET
6 1 (0.73%) spray
6 1 (0.73%) Spark Streaming
6 1 (0.73%) AngularJS
6 1 (0.73%) Apache Avro
6 1 (0.73%) Twitter Bootstrap
6 1 (0.73%) Play Framework
Miscellaneous
1 42 (30.66%) Analytical Skills
2 41 (29.93%) Visualisation
3 11 (8.03%) Data Integration
4 7 (5.11%) Credit Risk
4 7 (5.11%) Algorithms
5 5 (3.65%) Computer Science
6 4 (2.92%) Market Risk
6 4 (2.92%) Foreign Exchange (FX)
6 4 (2.92%) Fixed Income
6 4 (2.92%) Equities
6 4 (2.92%) Data Structures
7 3 (2.19%) Statistics
7 3 (2.19%) Mathematics
8 2 (1.46%) Derivative
8 2 (1.46%) Data Centre
9 1 (0.73%) User Experience
9 1 (0.73%) Blog
9 1 (0.73%) Applied Mathematics
9 1 (0.73%) Physics
9 1 (0.73%) Economics
Operating Systems
1 4 (2.92%) Linux
2 2 (1.46%) UNIX
Processes & Methodologies
1 51 (37.23%) Analytics
2 45 (32.85%) MapReduce
3 43 (31.39%) Agile Software Development
4 40 (29.20%) Statistical Analysis
4 40 (29.20%) Data Munging
5 39 (28.47%) Time Series Analysis
5 39 (28.47%) Data Visualisation
5 39 (28.47%) Unit Testing
5 39 (28.47%) Continuous Integration
6 38 (27.74%) Open Source
7 36 (26.28%) Software Engineering
8 35 (25.55%) ETL
8 35 (25.55%) Business Intelligence
8 35 (25.55%) User Stories
9 26 (18.98%) Data Analytics
10 23 (16.79%) Data Analysis
11 18 (13.14%) Use Case
12 14 (10.22%) Coaching
13 11 (8.03%) Mentoring
13 11 (8.03%) Stakeholder Management
Programming Languages
1 93 (67.88%) SQL
2 81 (59.12%) Java
3 54 (39.42%) Bash Shell
4 46 (33.58%) Python
5 42 (30.66%) R
6 40 (29.20%) Clojure
7 39 (28.47%) VBA
8 36 (26.28%) Spark SQL
9 31 (22.63%) Scala
10 13 (9.49%) C
11 12 (8.76%) C++
12 5 (3.65%) MATLAB
13 3 (2.19%) T-SQL
13 3 (2.19%) C#
14 1 (0.73%) JavaScript
14 1 (0.73%) Haskell
14 1 (0.73%) Lisp
14 1 (0.73%) HiveQL
Qualifications
1 13 (9.49%) Degree
1 13 (9.49%) Security Cleared
2 5 (3.65%) SC Cleared
3 2 (1.46%) CITP
3 2 (1.46%) Postgraduate
3 2 (1.46%) PhD
System Software
1 39 (28.47%) VirtualBox
2 33 (24.09%) HDFS
3 8 (5.84%) Apache Flume
Systems Management
1 39 (28.47%) Vagrant
2 21 (15.33%) Opscode Chef
2 21 (15.33%) Ansible
2 21 (15.33%) Puppet
3 13 (9.49%) Hadoop YARN
4 7 (5.11%) Oozie
Vendors
1 21 (15.33%) Teradata
1 21 (15.33%) SaltStack
2 13 (9.49%) Cloudera
2 13 (9.49%) Informatica
2 13 (9.49%) Ab Initio
3 12 (8.76%) Cognos
4 8 (5.84%) Oracle
4 8 (5.84%) Talend
5 3 (2.19%) Red Gate
5 3 (2.19%) Google
5 3 (2.19%) Perforce
5 3 (2.19%) Actian
6 2 (1.46%) Vertica
6 2 (1.46%) Netezza
7 1 (0.73%) Greenplum
7 1 (0.73%) Tableau
7 1 (0.73%) Hortonworks
7 1 (0.73%) MicroStrategy
7 1 (0.73%) Sybase
7 1 (0.73%) IBM
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: Yesterday
London
FPSG Connect
Salary: £40000 - £100000 per annum
Posted: Yesterday
London
Capgemini
Salary: competitive + excellent benefits
Posted: 23 days ago