Job Information
Appen AI, Inc. Applied AI Solution Architect in Kirkland, Washington
Identify Machine Learning (ML) driven optimization and collaborate with other teams (e.g. product, front-end, platform engineering) to use models that can improve user-behavior to drive more engagement of our users with the Appen Data Annotation Platform (ADAP) annotation tools. Build core ML infrastructure, which includes containerization and packaging of pre-trained ML models for creating pipelines for data ingress, egress, ETL, and model hosting/serving/inference. Develop an internal scalable semi-automated ML model training and serving pipeline using ADAP annotation tools. Implement ETL pipelines to extract data from multiple databases, Kafka messages, ADAP to drive customer specific ML model optimizations and finetuning. Build continuous integration, testing, and deployment pipelines in cloud computing environments along with data logging, tracking, analyzing, monitoring, and reporting pipelines for the served infrastructure. Full-time telecommuting allowed. MINIMUM REQUIREMENTS: Master's degree or foreign equivalent in Information Studies, Computer Science, Computer Engineering, or a related field, and 24 months of experience. How to apply: Email resume (must reference job code #40706) to jobs@appen.com.