Data scientists, data analyst, and statistician job advertisements from 2020 to 2023
A dataset with 1172 rows and 109 variables
data
Source
Data collection was done, BSc (Hons)Staistics, University of Sri Jayewardenepura under the statistical consultancy service from 2020 to 2023.
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