Applied Machine Learning Data Engineer

Company: VirtualVocations
Location: Fort Myers
Posted on: September 15, 2023

Job Description:

A company is looking for an Applied Machine Learning Data Engineer for a remote position.
Key Responsibilities:

Work directly with text and audio data: gathering, compiling, and organizing datasets, preparing data for machine training, evaluating results, debugging problematic data
Train and deploy ML models: incorporating new data, monitoring training metrics, debugging failing code, deploying a model for customer use
Evaluate ML models: consider causation or correlation between training data and ML predictions, design ML experiments and establish success criteria, gather and evaluate metrics including mean opinion scores; design evaluation tools for measuring pronunciation accuracy, naturalness, text normalization coverage, among others to minimize customer-model friction

Required Qualifications:

Experience with ML concepts and best practices, managing datasets and metrics in an ML capacity
Coding experience developing tools for data evaluation and analysis
Experience building and deploying ML models for non-technical audiences
Strong understanding of data preparation for ML training, data visualization, and analysis of ML results
Familiarity with software and feature releases, and working with Product teams

Keywords: VirtualVocations, Fort Myers , Applied Machine Learning Data Engineer, Engineering , Fort Myers, Florida