Career pathsFind your specialization in data science

These four beginner-friendly Data Scientist career paths let you focus on the specific skill sets you want to learn the most so you can quickly land a job you want.

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### Machine Learning

- Use data to make predictions
- Build neural networks
- Solve problems at scale

__Avg. salary: $132,507__

[Explore this path](https://www.codecademy.com/learn/paths/data-science)

Machine Learning

  • Use data to make predictions
  • Build neural networks
  • Solve problems at scale

Avg. salary: $132,507

Explore this path

### Data Analytics 

- Use data to answer questions
- Transform numbers into visuals
- Deliver impactful reports

__Avg. salary: $122,514__

[Explore this path](https://www.codecademy.com/learn/paths/data-analyst)

Data Analytics

  • Use data to answer questions
  • Transform numbers into visuals
  • Deliver impactful reports

Avg. salary: $122,514

Explore this path

### Inference

- Use data to discover why
- Design experiments to test hypotheses
- Do sophisticated analysis of data

__Avg. salary: $124,482__

[Explore this path](https://www.codecademy.com/learn/paths/data-science-inf)

Inference

  • Use data to discover why
  • Design experiments to test hypotheses
  • Do sophisticated analysis of data

Avg. salary: $124,482

Explore this path

### Natural Language Processing

- Analyze language as data
- Extract meaning from text
- Get started in AI

__Avg. salary: $133,505__

[Explore this path](https://www.codecademy.com/learn/paths/data-science-nlp)

Natural Language Processing

  • Analyze language as data
  • Extract meaning from text
  • Get started in AI

Avg. salary: $133,505

Explore this path

Not sure where to start?

Each career path starts with Data Science Foundations to give you a sense of what areas appeal to you before committing to a career path. Plus, no matter which path you start, your progress will be saved if you choose a new specialization later.

Why learn data science?

Companies everywhere are looking for data-driven decision makers to make sense of information.

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