Period
to 25 March 2019

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 6 months to 25 March 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
England > North West
6 months to
25 Mar 2019
Same period 2018 Same period 2017
Rank 326 349 306
Rank change year-on-year +23 -43 +13
Permanent jobs citing Apache Pig 4 14 64
As % of all permanent IT jobs advertised in the North West 0.040% 0.11% 0.52%
As % of the Application Platforms category 0.27% 0.65% 3.02%
Number of salaries quoted 4 8 41
North West median annual salary £41,250 £50,000 £55,000
Median salary % change year-on-year -17.50% -9.09% -35.29%
10th Percentile £34,125 £37,750 £31,250
90th Percentile £66,000 £68,125 £60,000
England median annual salary £85,000 £65,000 £60,000
% change year-on-year +30.77% +8.33% -7.69%

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for application platform skills.

All Application Platform Skills
North West
Permanent vacancies with a requirement for application platform skills 1,503 2,168 2,122
As % of all permanent IT jobs advertised in the North West 14.89% 16.90% 17.30%
Number of salaries quoted 1,156 1,715 1,829
North West median annual salary £43,000 £42,500 £37,500
Median salary % change year-on-year +1.18% +13.33% +1.35%
10th Percentile £25,000 £25,000 £22,950
90th Percentile £76,250 £67,500 £60,000
England median annual salary £50,000 £50,000 £47,000
% change year-on-year - +6.38% +4.44%

Apache Pig
Job Vacancy Trend in the North West

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Apache Pig in the North West

Apache Pig
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Pig in the North West.

Salary trend for Apache Pig in the North West

Apache Pig
Salary Histogram in the North West

The salary distribution of IT jobs citing Apache Pig in the North West over the 6 months to 25 March 2019.

Salary histogram for Apache Pig in the North West

Apache Pig
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the North West region over the 6 months to 25 March 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +9 4 £41,250 -17.50% 1
Apache Pig
England

For the 6 months to 25 March 2019, IT jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Apache Pig.

1 4 (100.00%) Python
1 4 (100.00%) PhD
1 4 (100.00%) Data Mining
1 4 (100.00%) RDBMS
1 4 (100.00%) Artificial Intelligence
1 4 (100.00%) Neural Network
1 4 (100.00%) Statistics
1 4 (100.00%) SQL Server
1 4 (100.00%) Cluster Analysis
1 4 (100.00%) Mathematics
1 4 (100.00%) Apache Hive
1 4 (100.00%) Apache Cassandra
1 4 (100.00%) NoSQL
1 4 (100.00%) R
1 4 (100.00%) Natural Language Processing
1 4 (100.00%) Splunk
1 4 (100.00%) HBase
1 4 (100.00%) Machine Learning
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
1 4 (100.00%) Open Source
1 4 (100.00%) Data Analytics
1 4 (100.00%) Analytics
1 4 (100.00%) Deep Learning
1 4 (100.00%) Relational Database
1 4 (100.00%) Apache Spark
1 4 (100.00%) Data Science
1 4 (100.00%) Markov Model
2 2 (50.00%) Master's Degree
2 2 (50.00%) Algorithms

Apache Pig
Co-occurring IT Skills in the North West 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 4 (100.00%) Apache Spark
2 2 (50.00%) SAS
Applications
1 2 (50.00%) S-PLUS
1 2 (50.00%) SPSS
1 2 (50.00%) Stata
Cloud Services
1 2 (50.00%) Amazon AWS
Database & Business Intelligence
1 4 (100.00%) Apache Cassandra
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
1 4 (100.00%) Data Mining
1 4 (100.00%) Hadoop
1 4 (100.00%) HBase
1 4 (100.00%) NoSQL
1 4 (100.00%) RDBMS
1 4 (100.00%) Relational Database
1 4 (100.00%) SQL Server
Job Titles
1 4 (100.00%) Data Scientist
2 1 (25.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) Natural Language Processing
2 2 (50.00%) Kafka
2 2 (50.00%) NumPy
2 2 (50.00%) Pandas
2 2 (50.00%) SciPy
2 2 (50.00%) Web Services
Miscellaneous
1 2 (50.00%) Algorithms
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Artificial Intelligence
1 4 (100.00%) Cluster Analysis
1 4 (100.00%) Data Analytics
1 4 (100.00%) Data Science
1 4 (100.00%) Deep Learning
1 4 (100.00%) Machine Learning
1 4 (100.00%) Markov Model
1 4 (100.00%) Mathematics
1 4 (100.00%) Neural Network
1 4 (100.00%) Open Source
1 4 (100.00%) Statistics
2 2 (50.00%) Bayesian Methods
2 2 (50.00%) Linear Regression
2 2 (50.00%) Logistic Regression
2 2 (50.00%) Physics
Programming Languages
1 4 (100.00%) Python
1 4 (100.00%) R
2 2 (50.00%) MATLAB
Qualifications
1 4 (100.00%) PhD
2 2 (50.00%) Degree
2 2 (50.00%) Master's Degree
Vendors
1 4 (100.00%) Splunk