Machine Learning Engineer (Formal)VData Synthesis EngineerJob 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)..Points'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 LearningGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270'Controlling Machine Learning from problem formulation and data acquisition to model building and deployment at enterprise scale. ...Machine Learning LifecycleGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Statistical analysis involves collecting and scrutinizing every data sample in a set of items from which samples can be drawn. ...Statistical AnalysisGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. ...Data AnalysisGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Set of principles, standards and practices that ensures your data is reliable and consistent. ...Data GovernanceGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Process of observing, evaluating, and tracking data to ensure its quality, accuracy, and usefulness for business purposes. ...Data MonitoringGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Combination 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 ScienceGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Process of ensuring that collected, input, or processed data is accurate, complete, and consistent. ...Data VerificationGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'Creating artificial data using AI models (GANs, LLMs) or simulations that mimic real-world data patterns, structure, and statistical properties without containing sensitive information. ...Synthetic Data Generation GR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'Creating, deploying, and utilizing Large Language models effectively for specific tasks and applications. ...LLM DesignGP2Level Tier V - 5 5 V 2210Weekly/ 8W8173'Type of AI that can create new content, including text, images, audio, and video, based on existing data and user prompts ...GenAIGP2Level Tier V - 5 5 V 2210Daily/ 1D168Structured process that lays the groundwork for the application and completion of a research project(s). ...Research PlanningGP0.2Level Tier V - 5 5 V 1030Weekly/ 8W8173Abstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ...Analytical ThinkingGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Ability to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ...Judgment and Decision MakingGR4.5Level Tier V - 5 5 V 3845Daily/ 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 CollaborationGP1Level Tier V - 5 5 V 1555Weekly/ 6W697'Systematic, automated workflow that chains together data collection, preprocessing, model training, and deployment steps. ...ML pipelinesGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP2Level Tier V - 5 5 V 2210Monthly/ 40M40230'Multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters. ...SparkGP2Level Tier V - 5 5 V 2210Monthly/ 40M40230...Total Skill Points:652202730Objective 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
  


Create an account and login to use the Job Template to create a Job Label

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.

Use the Learning Labels Search to find a Job Template. Then create a Job Label in seconds...

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