Travis Gerke, ScD
— Every good data science manager ever
HR can't do a market salary benchmark analysis for a person that doesn't exist
HR can't do a market salary benchmark analysis for a person that doesn't exist
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
Seeking data scientists with hands on experience transforming unique data into amazing products. You will have access to an enormous amount of high-value business activity data. You will participate in the end-to-end processes of product development using machine learning, from proof of concept to deploying models in production. Your work will directly impact the developer experience in building applications, as well as the customer experience when interacting with them.
A common listing describes a unicorn...
These types of job descriptions usually mean the company doesn’t know what they’re looking for, and they expect a data scientist to come and solve all their problems without any support.
A common listing describes a unicorn...
These types of job descriptions usually mean the company doesn’t know what they’re looking for, and they expect a data scientist to come and solve all their problems without any support.
But unicoRns are real and should be compensated as such!
Hiring manager writes a job description
Hiring manager writes a job description
HR classifies the role
Hiring manager writes a job description
HR classifies the role
Role-specific salary benchmarking data are from purchased compensation surveys
Notes:
Notes:
Notes:
Notes:
Notes:
Primary drivers of salary estimates are experience and autonomy
Primary drivers of salary estimates are experience and autonomy
Salary surveys are not yet capturing specific data science roles
Primary drivers of salary estimates are experience and autonomy
Salary surveys are not yet capturing specific data science roles
This talk is not arguing for or against the current process
xaringanExtra
📦 + all around CSS/JS guruggiraph
📦💻 https://github.com/tgerke/unicoRns-are-real
📺 https://unicorns-are-real.netlify.com/
@travisgerke
— Every good data science manager ever
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