Data scientists, data analyst, and statistician job advertisements from 2020 to 2023

A dataset with 1172 rows and 109 variables

data(DStidy)

Source

Data collection was done, BSc (Hons)Staistics, University of Sri Jayewardenepura under the statistical consultancy service from 2020 to 2023.

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