Data Factory

  • DATA OPS
  • ML Ops
  • Dev Ops
  • Viz Ops
  • AI Ops
  • Tech Ops
Personas – Data Managers
Data Managers

Data Managers are those Data Professionals who formulate and implement policies to establish an efficient and secure data management. They envision new management techniques to collect data that is precise, accurate, adequate and well-founded.
Data Managers create and/or modify algorithms that can obtain information from large databases without changing the data.
They are the visionaries who are responsible for building enormous reservoirs for big data and have a constant desire to deep dive into diverse data to come out with innovation and insights.

Our Envisioned Personas for Data Consumers

Data Architect
Product Family

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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Data Consumers
Data Consumers

Those who turn raw data into meaningful information and deep insights can be called the ‘alchemists’ of the 21st century. Data consumers are mathematicians who use statistics, logical mindset, and insights to transform businesses. With a keen eye for the quality of data, they are highly sensitive toward its practical application.

Our Envisioned Personas for Data Consumers

Data Scientist

Statistician
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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Persona Group DevOps Experts
DevOps Experts

DevOps Experts are Data Specialists who are the best collaborators and communicators in the data-driven organizations. They combine human and operational resources to technology with the aim of offering the best data products and services.
They are responsible for safeguarding the data health of the entire organization, right from envisioning the inceptive strategy, implementing the strategy for the patronage of data by all types of consumers. They are responsible for creating data policies, operational processes and technology from the perspective of the end user and also meet the business objectives.

Our Envisioned Personas for Data Consumers

Application Developer

System Integrator
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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Persona group Data Visualizers
Data Visualizers

Data Visualizers are Data Visionaries who can process complex giant data and present it in the form of most innovative and unprecedented visualizations. They curate data to convert them into data stories that are easy to understand and contain insights and highlighted trends.
Users who practice data-focused decision making over gut feeling. They aim to disrupt the market with creative thinking and innovative ideas. Experienced data wranglers who model, summarize, and visualize data by handling various tasks involving data wrangling, visualization, and processing of large amounts of data for reaping maximum business benefits.
They quickly build attractive and meaningful visualizations to facilitate slicing and dicing of data. Data Visualizers beautifully plot the available information in various types of charts and graphs to make attractive, efficient, and meaningful storyboards.

Our Envisioned Personas for Data Consumers

Decision Maker

Business Analyst
Learn ML Ops
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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Persona Group
AI Experts

AI Experts are the most brilliance masterminds who revolutionize the field of Artificial Intelligence. They strive to construct a data framework free of bottlenecks, accelerate AI workloads and enable smooth integration of data on the cloud.
AI experts are catalysts who integrate analytics insights into workflows and decision-making with artificial intelligence engineering. They implement standard ML algorithms such as clustering, classification and perform A/B testing, build data pipelines, and many more interesting operations. They construct, develop, test and maintain architectures such as large-scale data processing systems to boost the performance of the databases.

Our Envisioned Personas for Data Consumers

AI Engineer

Computer Vision Engineer
Learn ML Ops
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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Persona group Cloud Experts
Cloud Experts

Cloud Experts are Data Vigilantes who are responsible for a robust surveillance of all cloud activities. Their responsibilities include planning, designing, maintaining, managing, and supporting all cloud-related technologies and operations. Armed with Administration and Security expertise, they are the insurers of data security by establishing encryption mechanisms, secure information security and data access policies, sound networking practices within and outside the organization.

Our Envisioned Personas for Data Consumers

Security Expert

Administrator
Learn ML Ops
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Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

Persona group Cloud Experts
Cloud Experts

Cloud Experts are Data Vigilantes who are responsible for a robust surveillance of all cloud activities. Their responsibilities include planning, designing, maintaining, managing, and supporting all cloud-related technologies and operations. Armed with Administration and Security expertise, they are the insurers of data security by establishing encryption mechanisms, secure information security and data access policies, sound networking practices within and outside the organization.

Our Envisioned Personas for Data Consumers

Security Expert

Administrator
Learn ML Ops
https://www.rubiscape.io/wp-content/uploads/2021/08/Learn-Ops.png

Objective
Model, summarize and visualize data by handling various tasks involving data wrangling, visualization,and processing large amounts of data.

Knowledge Map

  • Big data infrastructure, machine learning, data mining, and statistical pattern recognition.
  • Application of learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining
  • Best practices in machine learning

Certification Code: RS_ML_RML

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