Data Scientist
Ondo FinanceSalary not specified
Full Time
Junior (1 to 2 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Energy, Artificial Intelligence, Data ManagementIndustries
Requirements
- Senior-level expertise with building machine learning algorithms
- Extensive experience with data collection and data processing
- Experience with techniques like data cleaning, normalization, and feature engineering to prepare the data for modeling
- Experience with time series analysis and predictive modeling
- Experience with Python and other modeling tools
Responsibilities
- Implementing data validation and cleaning processes to identify and rectify errors or inconsistencies in the incoming data
- Building advanced time series forecasting models at scale
- Creating relevant features that can improve forecasting accuracy, such as lag features, rolling statistics, and domain-specific variables
- Continuously monitoring the training process and evaluating model performance on the validation set
- Deploying well-performing models into a production environment
- Analyzing historical data and real-time information to determine changes in energy consumption
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
Is this a remote position?
Amperon is a remote-first company with an office in Houston, TX.
What skills are required for the Senior Data Scientist role?
The role requires senior-level expertise with building machine learning algorithms, extensive experience with data collection and processing, experience with data cleaning, normalization, and feature engineering, and experience with time series analysis, predictive modeling, and Python.
What is the salary for this position?
This information is not specified in the job description.
What is the company culture like at Amperon?
Amperon has a company filled with smart, genuinely nice individuals who are passionate about data science, energy, and working together to build impactful products, without forcing 'culture' to prove they are cool and fun.
What makes a strong candidate for this Senior Data Scientist role?
A strong candidate has senior-level expertise in machine learning algorithms, extensive data collection and processing experience, skills in data cleaning, feature engineering, time series analysis, predictive modeling, and proficiency with Python.
Ameren
About Ameren
N/AHeadquarters
N/AYear Founded
N/ACompany Stage
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