The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Impala over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 822 882 964
Rank change year-on-year
+60 +82
Permanent jobs citing Impala 110 65 40
As % of all permanent IT jobs located in the UK 0.11% 0.061% 0.034%
As % of the Database & Business Intelligence category 0.37% 0.19% 0.10%
Number of salaries quoted 75 49 28
Median salary £65,000 £70,000 £60,000
Median salary % change year-on-year
-7.14% +16.66%
90% offered a salary of more than £54,000 £57,500 £40,000
10% offered a salary of more than £105,000 £87,000 £70,750
UK excluding London median salary £55,000 £67,500 £60,000
% change year-on-year
-18.51% +12.50%

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
29874 34494 38472
As % of all permanent IT jobs located in the UK 30.31% 32.35% 32.31%
Number of salaries quoted 25504 29112 32994
Median salary £50,000 £47,000 £45,000
Median salary % change year-on-year
+6.38% +4.44%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Impala
Jobs Demand Trend

The demand trend of job ads citing Impala as a proportion of all IT jobs with a match in 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 24 May 2016 within the UK.

Impala Salary Histogram in the UK

Impala
Top 20 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the UK over the 3 months to 24 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +87 108 £65,500 -6.42% 6
London +35 64 £78,500 +12.14% 5
Warwick - 15 £55,000 -
Warwickshire - 15 £55,000 -
West Midlands - 15 £55,000 -
South West - 13 £54,000 -
Gloucestershire - 13 £54,000 -
West Yorkshire - 9 - -
Yorkshire - 9 - -
Leeds - 9 - -
Gloucester - 7 £54,000 -
Northamptonshire +9 3 - -
East Midlands +6 3 - -
Northampton +2 3 - -
Buckinghamshire - 3 - -
Milton Keynes - 3 - -
South East - 3 - -
City of London +36 2 £105,000 +50.00%
Glasgow - 1 - -
Scotland - 1 - -

Impala
Top 30 Related IT Skills

For the 6 months to 24 May 2016, IT jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Impala.

1 211 (96.79%) Hadoop
2 204 (93.58%) Apache Hive
3 198 (90.83%) Big Data
4 162 (74.31%) Apache Spark
5 154 (70.64%) Java
6 141 (64.68%) SQL
7 132 (60.55%) Python
8 128 (58.72%) Apache Pig
9 108 (49.54%) Business Intelligence
10 107 (49.08%) MapReduce
11 99 (45.41%) ETL
12 97 (44.50%) Data Management
13 95 (43.58%) Analytics
14 94 (43.12%) Open Source
15 92 (42.20%) Apache Flume
15 92 (42.20%) Cloudera
16 84 (38.53%) Apache Cassandra
17 79 (36.24%) Hortonworks
18 77 (35.32%) MongoDB
19 76 (34.86%) HDFS
20 75 (34.40%) PostgreSQL
21 74 (33.94%) MapR
22 73 (33.49%) Sqoop
23 70 (32.11%) Data Analytics
24 69 (31.65%) Oozie
25 68 (31.19%) HBase
26 67 (30.73%) NoSQL
27 66 (30.28%) Analytical Skills
28 63 (28.90%) Linux
28 63 (28.90%) SQL Server

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
1 162 (74.31%) Apache Spark
2 128 (58.72%) Apache Pig
3 60 (27.52%) Apache
4 33 (15.14%) SAS
5 27 (12.39%) Elasticsearch
6 23 (10.55%) Apache Solr
Business Applications
1 6 (2.75%) SAP Oil and Gas
Cloud Services
1 37 (16.97%) Amazon AWS
2 21 (9.63%) Amazon EC2
2 21 (9.63%) Amazon EMR
3 20 (9.17%) Amazon S3
4 1 (0.46%) Amazon Kinesis
Communications & Networking
1 4 (1.83%) Internet
1 4 (1.83%) Kerberos
Database & Business Intelligence
1 211 (96.79%) Hadoop
2 204 (93.58%) Apache Hive
3 198 (90.83%) Big Data
4 84 (38.53%) Apache Cassandra
5 77 (35.32%) MongoDB
6 75 (34.40%) PostgreSQL
7 73 (33.49%) Sqoop
8 68 (31.19%) HBase
9 67 (30.73%) NoSQL
10 63 (28.90%) SQL Server
11 41 (18.81%) Neo4j
12 28 (12.84%) QlikView
13 26 (11.93%) Spark SQL
14 25 (11.47%) Data Warehouse
15 23 (10.55%) Mahout
16 22 (10.09%) Riak
17 21 (9.63%) Amazon Redshift
18 16 (7.34%) Data Mining
18 16 (7.34%) MySQL
18 16 (7.34%) Parquet
Development Applications
1 21 (9.63%) Git (software)
2 20 (9.17%) Jenkins
3 19 (8.72%) Vagrant
3 19 (8.72%) Yeoman
4 11 (5.05%) Talend Open Studio
5 2 (0.92%) JIRA
6 1 (0.46%) ANTLR
6 1 (0.46%) Subversion
General
1 42 (19.27%) Finance
2 21 (9.63%) Retail
3 20 (9.17%) Telecoms
4 15 (6.88%) Manufacturing
5 14 (6.42%) Marketing
6 13 (5.96%) Banking
7 6 (2.75%) Electronics
8 2 (0.92%) Automotive
8 2 (0.92%) Investment Banking
9 1 (0.46%) Games
9 1 (0.46%) Law
9 1 (0.46%) Pharmaceutical
Job Titles
1 64 (29.36%) Developer
2 54 (24.77%) Administrator
3 51 (23.39%) Hadoop Administrator
4 42 (19.27%) Big Data Developer
5 35 (16.06%) Data Scientist
6 33 (15.14%) Hadoop Engineer
7 27 (12.39%) Consultant
7 27 (12.39%) Data Consultant
8 25 (11.47%) Java Developer
9 24 (11.01%) Hadoop Developer
10 23 (10.55%) Java Engineer
11 19 (8.72%) Data Engineer
11 19 (8.72%) Java Hadoop Developer
12 17 (7.80%) Analyst
12 17 (7.80%) Big Data Consultant
12 17 (7.80%) Data Analyst
13 14 (6.42%) Big Data Engineer
14 13 (5.96%) Analyst Developer
15 12 (5.50%) Hadoop Consultant
16 10 (4.59%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 51 (23.39%) LAPP Stack
2 28 (12.84%) D3.js
3 24 (11.01%) Kafka
4 22 (10.09%) scikit-learn
5 19 (8.72%) Cascalog
5 19 (8.72%) Pandas
5 19 (8.72%) SciPy
6 17 (7.80%) Natural Language Processing
6 17 (7.80%) XML
7 16 (7.34%) JSON
7 16 (7.34%) Web Services
8 13 (5.96%) Spark Streaming
8 13 (5.96%) Velocity
9 8 (3.67%) Spring
10 5 (2.29%) Apache Camel
10 5 (2.29%) NumPy
11 3 (1.38%) HTML
11 3 (1.38%) HTML5
11 3 (1.38%) ODBC
11 3 (1.38%) SAP XI
Miscellaneous
1 66 (30.28%) Analytical Skills
2 52 (23.85%) Visualisation
3 20 (9.17%) Computer Science
4 17 (7.80%) Management Information System
5 10 (4.59%) Mathematics
5 10 (4.59%) Statistics
6 7 (3.21%) Cybercrime
7 6 (2.75%) Algorithms
8 5 (2.29%) Data Centre
8 5 (2.29%) Data Integration
9 4 (1.83%) Replication
10 3 (1.38%) Physics
11 2 (0.92%) Credit Risk
11 2 (0.92%) Economics
11 2 (0.92%) Life Science
12 1 (0.46%) Fintech
12 1 (0.46%) FMCG
12 1 (0.46%) Market Risk
12 1 (0.46%) Online Games
Operating Systems
1 63 (28.90%) Linux
2 3 (1.38%) Unix
3 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 108 (49.54%) Business Intelligence
2 107 (49.08%) MapReduce
3 99 (45.41%) ETL
4 97 (44.50%) Data Management
5 95 (43.58%) Analytics
6 94 (43.12%) Open Source
7 70 (32.11%) Data Analytics
8 55 (25.23%) Performance Tuning
9 42 (19.27%) Data Visualisation
10 39 (17.89%) Machine Learning
11 38 (17.43%) Data Analysis
12 26 (11.93%) Big Data Analytics
12 26 (11.93%) Software Engineering
13 25 (11.47%) Mentoring
13 25 (11.47%) Statistical Analysis
14 21 (9.63%) Continuous Integration
15 19 (8.72%) User Stories
16 18 (8.26%) Data Munging
17 17 (7.80%) Time Series Analysis
17 17 (7.80%) Unit Testing
Programming Languages
1 154 (70.64%) Java
2 141 (64.68%) SQL
3 132 (60.55%) Python
4 63 (28.90%) Scala
5 57 (26.15%) R
6 56 (25.69%) Shell Script
7 24 (11.01%) Clojure
8 22 (10.09%) VBA
9 20 (9.17%) Bash Shell
10 17 (7.80%) JavaScript
10 17 (7.80%) MATLAB
11 10 (4.59%) C
12 7 (3.21%) C++
13 2 (0.92%) PHP
13 2 (0.92%) Ruby
14 1 (0.46%) ANSI SQL
14 1 (0.46%) C#
14 1 (0.46%) HiveQL
14 1 (0.46%) Perl
Qualifications
1 60 (27.52%) Degree
2 21 (9.63%) PhD
3 14 (6.42%) Security Cleared
4 7 (3.21%) DV Cleared
5 1 (0.46%) SC Cleared
Quality Assurance & Compliance
1 10 (4.59%) Data Quality
2 3 (1.38%) QA
System Software
1 92 (42.20%) Apache Flume
2 76 (34.86%) HDFS
3 19 (8.72%) VirtualBox
Systems Management
1 69 (31.65%) Oozie
2 58 (26.61%) Hadoop YARN
3 7 (3.21%) Puppet
4 4 (1.83%) logstash
4 4 (1.83%) Mesos
5 3 (1.38%) Ansible
5 3 (1.38%) Opscode Chef
6 1 (0.46%) Rundeck
Vendors
1 92 (42.20%) Cloudera
2 79 (36.24%) Hortonworks
3 74 (33.94%) MapR
4 39 (17.89%) Oracle
5 32 (14.68%) Tableau
6 23 (10.55%) Informatica
7 14 (6.42%) Teradata
8 13 (5.96%) TIBCO
9 11 (5.05%) Talend
10 10 (4.59%) Netezza
11 9 (4.13%) SAP
12 8 (3.67%) Greenplum
12 8 (3.67%) IBM
13 6 (2.75%) Ab Initio
14 4 (1.83%) Cognos
14 4 (1.83%) RapidMiner
14 4 (1.83%) Vertica
15 3 (1.38%) MicroStrategy
16 2 (0.92%) SaltStack
17 1 (0.46%) Solace
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Client Server
Salary: £75k to £90k + benefits
Posted: 14 hours ago
London
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Salary: £70,000 - £85,000 per year
Posted: 4 days ago
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Salary: £50,000 - £60,000 per year
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Luton
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Salary: £40000 - £46000 per annum
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Salary: £40000 - £60000 per annum
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