---
license: mit
tags:
  - salary-prediction
  - finnish-tech
  - onnx
  - regression
---

# Finnish Tech Salary Predictor

This model predicts salaries for tech professionals in Finland based on various features.

## Model Details

- **Model Type**: Random Forest
- **Version**: v1.0.0
- **Created**: 2025-12-12T21:42:26.049907
- **Format**: ONNX

## Features

The model uses the following input features:
- Experience years
- Office time percentage
- Age group
- Gender
- Company type
- Role group
- Education level
- Location (region)

## Usage

```python
import onnxruntime as ort
import numpy as np

# Load the model
session = ort.InferenceSession("salary_predictor_v1.0.0.onnx")

# Prepare input (example)
input_name = session.get_inputs()[0].name
input_data = np.array([[...]], dtype=np.float32)  # Your feature vector

# Run inference
result = session.run(None, {input_name: input_data})
predicted_salary = result[0]
```

## Data Source

Based on the [Koodiklinikka Finnish Tech Salary Survey 2024](https://koodiklinikka.fi/palkkatutkimus/).

## License

MIT License