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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 838 893 925
Rank change year-on-year
+55 +32
Permanent jobs citing Impala 80 68 63
As % of all permanent IT jobs located in the UK 0.082% 0.062% 0.054%
As % of the Database & Business Intelligence category 0.27% 0.19% 0.17%
Number of salaries quoted 54 63 62
Median salary £80,000 £70,000 £65,500
Median salary % change year-on-year
+14.28% +6.87%
90% offered a salary of more than £54,000 £58,250 £50,000
10% offered a salary of more than £115,000 £85,000 £70,000
UK excluding London median salary £55,000 £70,000 -
% change year-on-year
-21.42% -

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
29117 35160 37258
As % of all permanent IT jobs located in the UK 29.73% 31.89% 32.01%
Number of salaries quoted 24740 29611 31824
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
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 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 26 July 2016 within the UK.

Impala Salary Histogram in the UK

Impala
Top 22 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 26 July 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 +51 69 £80,000 +14.28% 4
London +15 40 £82,500 +17.85% 3
West Midlands - 13 £55,000 -
Warwickshire - 13 £55,000 -
Warwick - 13 £55,000 -
Glasgow - 11 - -
Scotland - 11 - -
South West - 6 £54,000 -
East of England - 5 £80,000 -
Gloucestershire - 5 £54,000 -
Norfolk - 4 £80,000 -
Norwich - 4 £80,000 -
East Midlands +15 3 - -
Northamptonshire +13 3 - -
Northampton +11 3 - -
City of London +49 2 £105,000 +31.25% 2
Leeds - 2 - - 1
West Yorkshire - 2 - - 1
Yorkshire - 2 - - 1
Bristol - 1 £60,000 -
Luton - 1 £43,000 -
Bedfordshire - 1 £43,000 -

Impala
Top 30 Related IT Skills

For the 6 months to 26 July 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.

1 198 (96.59%) Hadoop
2 185 (90.24%) Big Data
3 177 (86.34%) Apache Hive
4 150 (73.17%) Apache Spark
5 144 (70.24%) SQL
6 140 (68.29%) Python
7 136 (66.34%) Java
8 110 (53.66%) Apache Pig
9 97 (47.32%) Analytics
10 93 (45.37%) Open Source
11 91 (44.39%) MongoDB
12 84 (40.98%) Business Intelligence
13 80 (39.02%) MapReduce
14 79 (38.54%) Data Analytics
14 79 (38.54%) ETL
15 78 (38.05%) Cloudera
15 78 (38.05%) Analytical Skills
16 75 (36.59%) Data Management
17 73 (35.61%) Apache Cassandra
18 70 (34.15%) PostgreSQL
19 69 (33.66%) R
20 68 (33.17%) Visualisation
21 67 (32.68%) Apache Flume
22 63 (30.73%) HDFS
23 62 (30.24%) NoSQL
23 62 (30.24%) Finance
24 61 (29.76%) Data Analysis
25 59 (28.78%) Hortonworks
25 59 (28.78%) Data Visualisation
25 59 (28.78%) HBase

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
1 150 (73.17%) Apache Spark
2 110 (53.66%) Apache Pig
3 52 (25.37%) Apache
4 38 (18.54%) SAS
5 23 (11.22%) Elasticsearch
6 19 (9.27%) Apache Solr
Applications
1 1 (0.49%) MS Excel
1 1 (0.49%) MS PowerPoint
1 1 (0.49%) MS Visio
Business Applications
1 5 (2.44%) SAP Oil and Gas
2 1 (0.49%) Dynamics AX
2 1 (0.49%) Dynamics NAV
2 1 (0.49%) Oracle Applications
Cloud Services
1 46 (22.44%) Amazon AWS
2 29 (14.15%) Amazon EMR
3 28 (13.66%) Amazon EC2
3 28 (13.66%) Amazon S3
4 1 (0.49%) Microsoft Azure
Communications & Networking
1 4 (1.95%) Kerberos
2 3 (1.46%) Internet
3 1 (0.49%) HTTP
Database & Business Intelligence
1 198 (96.59%) Hadoop
2 185 (90.24%) Big Data
3 177 (86.34%) Apache Hive
4 91 (44.39%) MongoDB
5 73 (35.61%) Apache Cassandra
6 70 (34.15%) PostgreSQL
7 62 (30.24%) NoSQL
8 59 (28.78%) HBase
9 57 (27.80%) Neo4j
10 56 (27.32%) Sqoop
11 42 (20.49%) SQL Server
12 34 (16.59%) Mahout
13 30 (14.63%) QlikView
14 24 (11.71%) Data Mining
15 22 (10.73%) Amazon Redshift
16 20 (9.76%) Spark SQL
17 19 (9.27%) Data Warehouse
18 18 (8.78%) MySQL
18 18 (8.78%) Parquet
18 18 (8.78%) Riak
Development Applications
1 38 (18.54%) Git (software)
2 37 (18.05%) Jenkins
3 27 (13.17%) Vagrant
3 27 (13.17%) Yeoman
4 13 (6.34%) JIRA
5 10 (4.88%) Subversion
6 5 (2.44%) Talend Open Studio
7 1 (0.49%) ANTLR
General
1 62 (30.24%) Finance
2 24 (11.71%) Retail
3 21 (10.24%) Telecoms
4 20 (9.76%) Banking
4 20 (9.76%) Manufacturing
5 13 (6.34%) Marketing
6 5 (2.44%) Electronics
7 4 (1.95%) Investment Banking
8 3 (1.46%) Games
9 1 (0.49%) Advertising
9 1 (0.49%) Automotive
9 1 (0.49%) Corporate Banking
9 1 (0.49%) Financial Institution
9 1 (0.49%) Law
Job Titles
1 75 (36.59%) Developer
2 50 (24.39%) Big Data Developer
3 40 (19.51%) Administrator
3 40 (19.51%) Data Scientist
4 37 (18.05%) Hadoop Administrator
5 32 (15.61%) Consultant
5 32 (15.61%) Data Consultant
6 25 (12.20%) Java Developer
7 24 (11.71%) Hadoop Developer
8 23 (11.22%) Analyst
9 22 (10.73%) Data Analyst
9 22 (10.73%) Data Engineer
10 20 (9.76%) Java Hadoop Developer
11 19 (9.27%) Hadoop Engineer
12 17 (8.29%) Big Data Consultant
13 15 (7.32%) Analyst Developer
13 15 (7.32%) Analytics Consultant
13 15 (7.32%) Data Analytics Consultant
14 14 (6.83%) Big Data Engineer
15 11 (5.37%) Head of IT
Libraries, Frameworks & Software Standards
1 43 (20.98%) D3.js
2 37 (18.05%) LAPP Stack
3 30 (14.63%) scikit-learn
4 27 (13.17%) Cascalog
4 27 (13.17%) Pandas
4 27 (13.17%) SciPy
5 25 (12.20%) Natural Language Processing
6 21 (10.24%) Kafka
7 19 (9.27%) XML
8 18 (8.78%) JSON
9 15 (7.32%) Spark Streaming
10 12 (5.85%) HTML
10 12 (5.85%) HTML5
11 9 (4.39%) Spring
11 9 (4.39%) Velocity
12 5 (2.44%) .NET
12 5 (2.44%) Apache Camel
12 5 (2.44%) NumPy
12 5 (2.44%) Web Services
13 3 (1.46%) ODBC
Miscellaneous
1 78 (38.05%) Analytical Skills
2 68 (33.17%) Visualisation
3 27 (13.17%) Computer Science
4 15 (7.32%) Management Information System
5 12 (5.85%) Mathematics
6 10 (4.88%) Market Risk
7 8 (3.90%) Statistics
8 7 (3.41%) Data Centre
9 6 (2.93%) Algorithms
9 6 (2.93%) Cybercrime
9 6 (2.93%) Data Integration
9 6 (2.93%) Replication
10 3 (1.46%) Economics
10 3 (1.46%) Online Games
10 3 (1.46%) Physics
11 2 (0.98%) Artificial Intelligence
11 2 (0.98%) Biometrics
11 2 (0.98%) Credit Risk
12 1 (0.49%) Life Science
12 1 (0.49%) Psychology
Operating Systems
1 57 (27.80%) Linux
2 3 (1.46%) Unix
3 1 (0.49%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (47.32%) Analytics
2 93 (45.37%) Open Source
3 84 (40.98%) Business Intelligence
4 80 (39.02%) MapReduce
5 79 (38.54%) Data Analytics
5 79 (38.54%) ETL
6 75 (36.59%) Data Management
7 61 (29.76%) Data Analysis
8 59 (28.78%) Data Visualisation
9 46 (22.44%) Machine Learning
10 41 (20.00%) Performance Tuning
11 38 (18.54%) Continuous Integration
12 31 (15.12%) Statistical Analysis
13 30 (14.63%) Big Data Analytics
14 27 (13.17%) User Stories
15 26 (12.68%) Data Munging
16 25 (12.20%) Time Series Analysis
16 25 (12.20%) Unit Testing
17 22 (10.73%) Software Engineering
18 20 (9.76%) Agile Software Development
Programming Languages
1 144 (70.24%) SQL
2 140 (68.29%) Python
3 136 (66.34%) Java
4 69 (33.66%) R
5 55 (26.83%) Scala
6 42 (20.49%) Shell Script
7 35 (17.07%) Clojure
8 30 (14.63%) VBA
9 28 (13.66%) Bash Shell
10 19 (9.27%) JavaScript
11 13 (6.34%) MATLAB
12 12 (5.85%) C
13 7 (3.41%) C++
14 5 (2.44%) PHP
14 5 (2.44%) Ruby
15 2 (0.98%) C#
16 1 (0.49%) ANSI SQL
16 1 (0.49%) HiveQL
16 1 (0.49%) Perl
16 1 (0.49%) T-SQL
Qualifications
1 47 (22.93%) Degree
2 27 (13.17%) PhD
3 15 (7.32%) Security Cleared
4 9 (4.39%) DV Cleared
5 1 (0.49%) Postgraduate
Quality Assurance & Compliance
1 4 (1.95%) Data Quality
2 3 (1.46%) QA
System Software
1 67 (32.68%) Apache Flume
2 63 (30.73%) HDFS
3 27 (13.17%) Virtual Machines
3 27 (13.17%) VirtualBox
4 1 (0.49%) Docker
Systems Management
1 57 (27.80%) Oozie
2 51 (24.88%) Hadoop YARN
3 10 (4.88%) Rundeck
4 5 (2.44%) Puppet
5 4 (1.95%) logstash
6 3 (1.46%) Mesos
7 2 (0.98%) Ansible
7 2 (0.98%) Opscode Chef
8 1 (0.49%) Kibana
Vendors
1 78 (38.05%) Cloudera
2 59 (28.78%) Hortonworks
3 54 (26.34%) MapR
4 45 (21.95%) Oracle
4 45 (21.95%) Tableau
5 21 (10.24%) Informatica
6 19 (9.27%) TIBCO
7 9 (4.39%) Greenplum
7 9 (4.39%) IBM
7 9 (4.39%) SAP
8 6 (2.93%) Teradata
9 5 (2.44%) Talend
10 4 (1.95%) Netezza
10 4 (1.95%) RapidMiner
11 3 (1.46%) Cognos
11 3 (1.46%) Solace
11 3 (1.46%) Vertica
12 2 (0.98%) MicroStrategy
12 2 (0.98%) SaltStack
13 1 (0.49%) Red Hat
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: 3 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 13 days ago