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Fluent in Data

Insights and examples for the data career path to Director, Principal, and CDO

The highest standard in AI — AI Guild #datacareer

Data Scientist (m/f/d).

2 min readNov 14, 2022

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A Senior-Level competency profile for industrial corporations.

Industrial corporations have a lot of data, potentially because it may not be accessible or collected. How can you contribute to your company embracing data?

She is a Data Scientist.

She has been in the industry for years and progressively moved into more data-driven roles. She has a background in engineering and then moved on to data project management and data analytics, before including machine learning.

A Senior-Level competency profile for industrial corporations.

For companies and practitioners: The competency profile validates your technical competency and domain expertise in data. It recognizes you as a specialist and advances your career to Senior, Lead, and Director. By practitioners, for practitioners — this service is provided by the AI Guild.

What do you see in the competency profile?

You are looking at the profile of someone who can move corporate teams and projects forward.

  • Project initiator: The art of the possible in supporting a corporation.
  • NLP: The emerging focus of work.

The ability to move forward teams and projects is grounded in project delivery and a data analytics track record.

Moreover, she acquired deep data science and machine learning capabilities to train colleagues. As industrial corporations become more data-driven, I expect to see more career upgrades of this kind.

Industrial challenges

Industrial incumbents typically have machinery, processes, and products rich in data. The challenge is to make all of this data-driven. After a decade, many industrial corporations are making headway, but it is clear that the challenge is more significant and will take much longer than expected.

AI Guild competency profiles for companies and practitioners.

I respect data professionals who are taking on this challenge. Working for a data-driven internet company may be rewarding, but more critical is aiding corporates in building a data-driven future, making our industrial society more sustainable.

Corporations turning to data

The competency profile is Senior-level because of the technical skills, years of industry experience, and the ability to design and manage projects. This type of profile is a must-have for any industrial corporation embracing a data-driven future.

The AI Guild’s 1900+ Specialists

The AI Guild is Europe’s leading practitioner community in Data Analytics, Data Engineering, Data Science, Machine Learning, Deep Learning, NLP, Computer Vision, and MLOps.

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Fluent in Data
Fluent in Data

Published in Fluent in Data

Insights and examples for the data career path to Director, Principal, and CDO

Chris Armbruster
Chris Armbruster

Written by Chris Armbruster

AI Guild with 2700+ Data Analytics and Machine Learning specialists | Keynote Speaker | Use Cases in Production

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