Staff Applied Scientist - Applied AI
, productionisation, and operation of machine learning models and pipelines at scale, including both batch and real-time use cases...
, productionisation, and operation of machine learning models and pipelines at scale, including both batch and real-time use cases...
& Infrastructure Deploy and optimize models for production (batch jobs, API endpoints, GPU inference, serverless environments). Build...
and maintain data storage, ETL workflows, and streaming/batch systems. Implement data quality, labeling, and versioning practices...
, Medical Dictation, and Telephone Assistant. These models run in both batch and real-time streaming modes. While the batch...
: Designing and maintaining reliable pipelines for ingesting and processing both real-time and batch data from diverse external...
managing multiple projects in parallel Good understanding of APIs, batch jobs, web services, etc. Experience with CRM...
-time and batch processing). - Strong SQL skills for data validation, investigation, and testing (PostgreSQL preferred...
and other Collins sites/ divisions and record the necessary information in the internal batch managing application. Create non...
the data platform roadmaps Enhance and maintain robust batch ingestion and validation pipelines. Participate in our data...
and orchestration flows Deploy and monitor multi-stage workflows leveraging AWS (Lambda, Batch, Glue, ECS) 2) Backend & API...: Python, SQL FastAPI, Django PySpark, Delta Lake PostgreSQL, DynamoDB AWS: Lambda, Batch, Glue, EC2, ECS, S3 OpenAI...