| DStidy {DSjobtracker} | R Documentation |
Data scientists, data analyst, and statistician job advertisements from 2020 to 2023
Description
A dataset with 1172 rows and 109 variables
Usage
data(DStidy)
Details
ID. row id
Consultant. Name of the consultant
DateRetrieved. Date of Data Retrieved
DatePublished. Published Date of the Advertisement
Job_title. Name of the job category
Company. Name of the Company
R. If R is required -> 1 ,If not mentioned -> 0
SAS. If SAS is required -> 1 , If not mentioned -> 0
SPSS. If SPSS is required -> 1 , If not mentioned -> 0
Python. If Python is required -> 1 , If not mentioned -> 0
MAtlab. If Matlab is required -> 1 , If not mentioned -> 0
Scala. If Scala is required -> 1 , If not mentioned -> 0
C#. If C# is required -> 1 , If not mentioned -> 0
MS Word. If knowledge in MS Word is required -> 1 , If not mentioned -> 0
Ms Excel. If knowledge in MS Excel is required -> 1 , If not mentioned -> 0
OLE/DB. If knowledge in OLE/DB is required -> 1 , If not mentioned -> 0
Ms Access. If Ms Access is required -> 1 , If not mentioned -> 0
Ms PowerPoint. If knowledge in Ms Powerpoint is required -> 1 , If not mentioned -> 0
Spreadsheets. If knowledge in Spreadsheets is required -> 1 , If not mentioned -> 0
Data_visualization. If knowledge in Data Visualization is required -> 1 , If not mentioned -> 0
Presentation_Skills. If Presentation Skills are required -> 1 , If not mentioned -> 0
Communication. If Communication skills are required -> 1 , If not mentioned -> 0
BigData. If knowledge in Big Data analysis is required -> 1 , If not mentioned -> 0
Data_warehouse. If knowledge in Data Warehouse is required -> 1 , If not mentioned -> 0
cloud_storage. If knowledge in Cloud Storage is required -> 1 , If not mentioned -> 0
Google_Cloud. If knowledge in Google Cloud is required -> 1 , If not mentioned -> 0
AWS. If knowledge in AWS is required -> 1 , If not mentioned -> 0
Machine_Learning. If knowledge in Machine Learning is required -> 1 , If not mentioned -> 0
Deep Learning. If knowledge in Deep Learning is required -> 1 , If not entioned -> 0
Computer_vision. If knowledge in Computer Vision is required -> 1 , If not mentioned -> 0
Java. If Java is required -> 1 , If not mentioned -> 0
C++. If C++ is required -> 1 , If not mentioned -> 0
C. If C is required -> 1 , If not mentioned -> 0
Linux/Unix. If knowledge in Linux/Unix is required -> 1 , If not mentioned -> 0
SQL. If SQL is required -> 1 , If not mentioned -> 0
NoSQL. If NoSQL is required -> 1 , If not mentioned -> 0
RDBMS. If knowledge in RDBMS is required -> 1 , If not mentioned -> 0
Oracle. If knowledge in Oracle is required -> 1 , If not mentioned -> 0
MySQL. If MYSQL is required -> 1 , If not mentioned -> 0
PHP. If PHP is required -> 1 , If not mentioned -> 0
Flash_Actionscript. If knowledge in Flash Action Script is required -> 1 , If not mentioned -> 0
SPL. If knowledge in SPL is required -> 1 , If not mentioned -> 0
web_design_and_development_tools. If knowledge in Web Design and Development Tools is required -> 1 , If not mentioned -> 0
Wordpress. If knowledge in Wordpress is required -> 1 , If not mentioned -> 0
AI. If Artificial Intelligence is required -> 1 , If not mentioned -> 0
Natural_Language_Processing(NLP). If knowledge in NLP is required -> 1 , If not mentioned -> 0
Microsoft Power BI. If knowledge in Microsoft Power BI is required -> 1 , If not mentioned -> 0
Google_Analytics. If knowledge in Google Analytics is required -> 1 , If not mentioned -> 0
graphics_and_design_skills. If Graphic and Design Skills are required -> 1 , If not mentioned -> 0
Data_marketing. If Data Marketing abillity is required -> 1 , If not mentioned -> 0
SEO. If knowledge in SEO is required -> 1 , If not mentioned -> 0
Content_Management. If knowledge in Content Management is required -> 1 , If not mentioned -> 0
Tableau. If knowledge in Tableau is required -> 1 , If not mentioned -> 0
D3. If knowledge in D3 is required -> 1 , If not mentioned -> 0
Alteryx. If knowledge in Alteryx is required -> 1 , If not mentioned -> 0
KNIME. If knowledge in KNIME is required -> 1 , If not mentioned -> 0
Spotfire. If knowledge in Spotfire is required -> 1 , If not mentioned -> 0
Spark. If knowledge in Spark is required -> 1 , If not mentioned -> 0
S3. If knowledge in S3 is required -> 1 , If not mentioned -> 0
Redshift. If knowledge in Redshift is required -> 1 , If not mentioned -> 0
DigitalOcean. If knowledge in Digital Ocean is required -> 1 , If not mentioned -> 0
Javascript. If Java Script is required -> 1 , If not mentioned -> 0
Kafka. If knowledge in Kafka is required -> 1 , If not mentioned -> 0
Storm. If knowledge in Storm is required -> 1 , If not mentioned -> 0
Bash. If knowledge in Bash is required -> 1 , If not mentioned -> 0
Hadoop. If knowledge in Hadoop is required -> 1 , If not mentioned -> 0
Data_Pipelines. If knowledge in Data Pipelines is required -> 1 , If not mentioned -> 0
MPP_Platforms. If MPP Platforms is required ->1,If not mentioned-0
Qlik. If Qlik is required ->1,If not mentioned ->0
Pig. If Pig is required ->1,If not mentioned ->0
Hive. If Hive is required ->1,If not mentioned ->0
Tensorflow. If Tensorflow is required ->1,If not mentioned ->0
Map/Reduce. If Map/Reduce is required ->1,If not mentioned ->0
Impala. If Impala is required ->1,If not mentioned ->0
Solr. If Sloris required ->1,If not mentioned ->0
Teradata. If Teradata is required ->1,If not mentioned ->0
MongoDB. If MonoDB is required ->1,If not mentioned ->0
Elasticsearch. If Elasticsearch is required ->1,If not mentioned ->0
YOLO. If YOLO is required-1 ,If not mentioned-0
agile execution. If agile execution is required->1 ,If not mentioned->0
Data_management. If the knowledge in data management is required->1 ,If not mentioned->0
pyspark. If pyspark is required->1 ,If not mentioned->0
Data_mining. If the knowledge in data mining is required->1 ,If not mentioned->0
Data_science. If the knowledge in data science is required->1 ,If not mentioned->0
Web_Analytic_tools. If the knowledge in Web Analytic tools is required->1 ,If not mentioned->0
IOT. If IOT is required->1 ,If not mentioned->0
Numerical_Analysis. If the knowledge in Numerical Analysis is required->1 ,If not mentioned->0
Economic. If the knowledge in Economic is required->1 ,If not mentioned->0
Finance_Knowledge. If Finance_Knowledge is required->1 ,If not mentioned->0
Investment_Knowledge. If Investment Knowledge is required->1 ,If not mentioned->0
Problem_Solving. If the ability of Problem Solving is required->1 ,If not mentioned->0
Team_Handling. If the ability of Team Handling is required->1 ,If not mentioned->0
Debtor_reconcilation. If the ability of Debtor reconcilation is required->1 ,If not mentioned->0
Payroll_management. If Payroll management is required->1 ,If not mentioned->0
Bayesian. If Bayesian is required->1 ,If not mentioned->0
Optimization. If Optimization knowledge is required-1 ,If not mentioned-0
Knowledge_in. Required knowledge to do a particular job ,If not mentioned->NA
City. City where the company is located in
Educational_qualifications. Required educational qualifications
Salary. Amount of salary
URL. Web address of a particular job advertisement
Search_Term. web search term of a particular job advertisement
Job_Category. Category of the job (i.e. "Data Science","Data Analyst" etc.)
Team_Handling. If the ability of Team Handling is required-1 ,If not mentioned-0
Debtor_reconcilation. If the ability of Debtor reconciliation is required-1 ,If not mentioned-0
Payroll_management. If the ability of Payroll management is required-1 ,If not mentioned-0
Bayesian. If Bayesian knowledge is required-1 ,If not mentioned-0
Bahasa_Malaysia. If Bahasa Malaysia is required-1 ,If not mentioned-0
English_proficiency. If English proficiency is required-1 ,If not mentioned-0
Experience_Category. Number of years of experience in binned into categories
Location. Location
Payment Frequency. Payment frequency
BSc_needed. If BSc is required-1 ,If not mentioned-0
MSc_needed. If MSc is required-1 ,If not mentioned-0
PhD_needed. If PhD is required-1 ,If not mentioned-0
English Needed. If English is required-1 ,If not mentioned-0
year. Survey year
Source
Data collection was done, BSc (Hons)Staistics, University of Sri Jayewardenepura under the statistical consultancy service from 2020 to 2023.