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Roles in a data team - Alexey Grigorev

Nov 21, 2020

42:45

Creator website

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Episode notes

Introduction

3min

The Role of a Data Scientist

3min

The Role of a Product Manager

3min

The Role of a Data Analyst in Product Management

6min

How to Be a Data Engineer

3min

The Role of Data Engineers in the Data Team

3min

The Role of Product Manager in a Machine Learning Model

2min

How Data Engineers Support Others

2min

The Difference Between Machine Learning Engineer and Data Engineer in Scaling Out Data Science Models

3min

10.

The Difference Between Data Scientist and Machine Learning Engineer

2min

11.

The Role of a Data Scientist in a Small Team

3min

12.

How to Hire a Machine Learning Engineer for a Small Company

3min

13.

Separation Between Full Stack Machine Learning Developers and Front-End Full Stack Data Science Models

3min

14.

How to Train a Machine Learning Engineer

3min

We talked about:

- different roles in a data team: product managers, data analysts, data engineers, data scientists, ML engineers, MLOps engineers
- their responsibilities
- the skills they need

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