Data Scientist (Formal)IIIJob Skill RequirementsSpecified Duration of Work (If Any)...Duration-Compensation Type, Rate, and Annualized Result...Compensation- - - Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill...ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...StandardsSkills Required for the task...SkillsPoints are in Thousands...(in Thousands)Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill...CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills...HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)...PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours...UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors)..PointsApplication of mathematical methods by different fields such as physics, engineering, medicine, biology, finance, business, computer science, and industry. ...Applied MathematicsGR3Level Tier III - 3 3 III 2225Daily/ 2D2270Combination of math and statistics, specialized programming, advanced analytics, artificial intelligence (AI) and machine learning with specific subject matter expertise to uncover actionable insights hidden in an organization’s data. ...Data ScienceGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270'Representation of data through use of common graphics, such as charts, plots, infographics and even animations. These visual displays of information communicate complex data relationships and data-driven insights in a way that is easy to understand. ...Data VisualizationGR3Level Tier III - 3 3 III 2225Daily/ 2D2270Statistical analysis involves collecting and scrutinizing every data sample in a set of items from which samples can be drawn. ...Statistical AnalysisGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270'Use and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data. ...Machine LearningGR3Level Tier III - 3 3 III 2225Daily/ 1D168Commonly used statistical technique to predict future behavior. ...Predictive ModelingGR3Level Tier III - 3 3 III 2225Daily/ 1D168Formal depiction of a theory. It is typically described as the mathematical relationship between random and non-random variables. ...Statistical ModelingGR3Level Tier III - 3 3 III 2225Daily/ 1D168Abstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ...Analytical ThinkingGR3Level Tier III - 3 3 III 2225Daily/ 2D2270Objective analysis and evaluation of an issue in order to form a judgment. ...Critical ThinkingGR3Level Tier III - 3 3 III 2225Daily/ 1D168Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR3Level Tier III - 3 3 III 2225Daily/ 1D168Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR3Level Tier III - 3 3 III 2225Daily/ 1D168Achieves thoroughness and accuracy when accomplishing a task through concern for all the areas involved. ...Attention to DetailGP1Level Tier III - 3 3 III 1210Daily/ 1D168''Interactions between departments, team, and / or group from within a company, usually suggesting working together from different disciplines or parts of the company. ...Internal CollaborationGP0.5Level Tier III - 3 3 III 954Weekly/ 6W697'Microsoft spreadsheet application ...MS ExcelGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130'Programming language for statistical computing and data visualization. It has been widely adopted in the fields of data mining, bioinformatics, data analysis, and data science ...R ProgrammingGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130'Multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters. ...SparkGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130'Use of the SQL Programming language for storing and processing information in a relational database. ...SQL ProgrammingGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130Interact with data using SQL and build data solutions for business decision-makers, without needing code. ...TableauGP1Level Tier III - 3 3 III 1210Monthly/ 30M30130...Total Skill Points:351852700Objective is the primary goal of the task...Description- Link is a way to share an internal link to the task (if there is one)...Job LinkSkills Label™ Patent 11587190 skillslabel.com
  

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A Job Label is a complete ROI for a standard job listing lasting a year or less. Job Labels standardize what skills are required for both prior experience and first year application.

A template establishes baseline job requirements. A job posting and the company listing the job should have different requirements, so on a Job Label the referenced skills and their definitions change. Skills might get added or removed.

Use Job Labels to attract professionals. A clear advantage with Job Labels are they allow evaluations to consider not only a credential (degree or certificate), but whether workers are able to apply the necessary skills neeeded for the job.

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Use Skills Based Approach to prepare to learn, get, and verify the skills in 6 months to 2 years...