What are the responsibilities and job description for the Data Scientist position at Avanciers?
Location : Bay Area , CA / Reno, NV. No remote
Duration : 12 months
Start Date : Immediate
Worked at a Trucking / Logistics / Freight companies : Uber Freight, Con-way, CH Robinson, Coyote Logistics, Flexport are some examples
Key Responsibilities :
- Analyzing data patterns and trends through statistical methods to understand the underlying relationships within the data
- Deep understanding of statistical modeling, machine learning algorithms, analytics concepts, and a track record of solving problems
- 5 years of experience with developing ML models
- Prior experience in ML modeling using TensorFlow, Pytorch
- Model Development : Develop and deploy machine learning algorithms & models using Python and relevant libraries / frameworks
- Data Preprocessing, Address missing data, outliers, and anomalies using Databricks’ robust data processing tools
- Feature Engineering Development
- Training Validation, Model Experimentation and Model Selection
- Hyper parameter tuning
- Presenting complex data insights through compelling visualizations like charts, graphs, and dashboards to effectively communicate findings to stakeholders
- Interpreting data insights and translating them into actionable business recommendations
Minimum Requirements :
Education : Bachelor’s degree in computer science, Statistics, Mathematics, or related field.
Experience :
Technical Skills :
Analytical Skills :
