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finnish-tech-salary-predictor
ElarSaks/finnish-tech-salary-predictor
finnish-tech-salary-predictor is a machine learning model from ElarSaks. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model predicts salaries for tech professionals in Finland based on various features.
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Public
Updated Dec 12, 2025
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1.2 MB
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.onnx1.2 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Dec 11, 2025
- Updated
- Dec 12, 2025
- SHA
- 85b805b5
Model card
From the Hugging Face model README
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
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.
License
MIT License
- License
- mit
- Created
- Dec 11, 2025
- Updated
- Dec 12, 2025