Remote Data Scientist

Summary

Join our team at SAVii as a Data Scientist to collaborate on building and implementing predictive models and automating decision-making. As a key member of the organization, you will design machine learning systems, assess and organize data, execute tests and experiments, and monitor and optimize machine learning processes.

Requirements

• Minimum 3 years experience as a Data Scientist or related field (ML Engineer, Statistician)
• Deep analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy
• Experience in data mining, statistical methods, machine-learning or operations research
• Extensive experience in SQL, Python and its related libraries (Pandas, Scikit-learn)
• Experience in building Data Science pipeline from data collection to model training & deployment
• Experience in deploying machine learning models, decision trees, survival analysis, time series analysis, neural network
• Excellent communication and presentation skills

Responsibilities

• Designing, developing, and researching Machine Learning systems, models, and schemes
• Training and retraining ML systems and models as needed
• Verifying data quality and/or ensuring it via data cleaning for training data
• Deploying models in the production environment
• Performing statistical analysis and using results to improve models
• Identifying differences in data distribution that could affect model performance in real-world situations
• Monitoring model performance vs basic statistical methods for cost-benefit analysis as well as deployment performance and adherence to specifications
• Produce and maintain all documentation related to data models or analysis

Preferred Qualifications

• Background in Mathematics, probability, statistics; Master’s degree in Data Science is preferred
• Knowledge of TensorFlow, Spark and Hadoop is also preferred