Senior Data Scientist

Posted 2024-10-17

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💎 Seniority level: Senior, Senior level expertise required

📍 Location: United States

💸 Salary: 100000 - 120000 USD per year

🔍 Industry: Energy analytics and forecasting

🏢 Company: Amperon

🗣️ Languages: English

⏳ Experience: Senior level expertise required

🪄 Skills: PythonMachine LearningAlgorithmsData science

Requirements:

Senior expertise with building machine learning algorithms.
Extensive experience with data collection and data processing.
Experience with techniques like data cleaning, normalization, and feature engineering.
Experience with time series analysis and predictive modeling.
Experience with Python and other modeling tools.

Responsibilities:

Implement data validation and cleaning processes to identify and rectify errors or inconsistencies in the incoming data.
Build advanced time series forecasting models at scale.
Create relevant features that can improve forecasting accuracy, such as lag features, rolling statistics, and domain-specific variables.
Continuously monitor the training process and evaluate model performance on the validation set.
Deploy well-performing models into a production environment.
Analyze historical data and real-time information to determine changes in energy consumption.

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Senior Data Scientist

Requirements:

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