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We are looking for a highly motivated individual to join our team in the role of CVML Engineer. This position supports the See & Spray CVML within Blue River Technology and interfaces with multiple groups within Blue River, including field operations, data platform, labeling services, and product management. Our ideal candidate (you!) will play a crucial role in implementing Data Centric AI practices for the See & Spray project. You have an analytical mind and take a data-driven approach to answering questions. You will play a crucial role in driving the success of our ML initiatives and enabling evidence-based decision-making within the team.
Job Responsibility:
Train and fine-tune deep learning models for See and Spray
Use weak supervision methods for data cleaning, enrichment, and selection to build high-quality datasets for training CVML models
Perform model selection and model evaluation
summarize findings into model release notes
Perform error analysis on trained models
plan data collection and dataset updates for continual model improvement
Create and maintain dashboards and visualizations to communicate data-driven insights effectively
Requirements:
Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field
4+ years of experience in Python or R for data analysis, statistics, and machine learning tasks
Familiarity with PyTorch (preferred) or TensorFlow
Proficient in creating dashboards and visualizations and skilled at telling a compelling story from the data
Nice to have:
Prior experience or coursework in CVML projects or research
Understanding of data modeling and database design principles
Familiarity with cloud environments such as AWS and Databricks
What we offer:
eligibility for Blue River’s bonus and benefit programs