A
Applied AI Engineer
Axle MobilityFleet Management company
Los Angeles, United StatesMid
Base10 Partners
Success Venture Partners
Schematic Ventures
Data & AI
About the role
TL;DR
Own the model lifecycle from research to production in an AI role.
- •This is an applied AI role where you'll own the model lifecycle from research to production, work closely with product and engineering to get features into the hands of customers fast, and iterate based on immediate feedback from the field.
- •Key Responsibilities Design, train, and deploy AI-powered features like speech-to-text transcription, entity extraction, classification and help shape our evaluation and experimentation platform Work with messy, domain-specific data, shop-floor audio, unstructured repair notes, scanned documents Integrate models directly into Axle's mobile and web products, working closely with full-stack engineers to get features into users' hands fast Rapidly experiment with model architectures, fine-tuning strategies, and data-cleaning approaches to improve accuracy and usability Monitor real-world performance in production, tuning for accuracy, latency, and cost efficiency Explore and prototype new AI capabilities from 0-1 across a clear customer-approved roadmap Requirements 2-5 years of applied AI/ML engineering experience in an enterprise, startup, or product-focused setting Strong Python skills, with experience in ML/NLP frameworks Hands-on experience with speech-to-text systems, or classification models Comfortable working with unstructured, noisy datasets in real-world environments Excited to work at an early-stage startup where you'll own projects end-to-end and ship quickly Collaborative, curious, low ego
Required skills
PythonMLflowKubeflowVertex AIONNXJAXPandasNumPyApache KafkaApache FlinkPostgreSQLMySQLMongoDBRedisElasticsearch
Domain expertise
logistics
Benefits & perks
Competitive compensation, early-stage equity, medical, dental, and vision insurance, 401k, home-office and equipment budget
Tech stack
PythonMLflowKubeflowVertex AIONNXJAXPandasNumPyApache KafkaApache FlinkPostgreSQLMySQLMongoDBRedisElasticsearchDynamoDBAWSGoogle CloudAzureTerraformCloudFormationPulumiAWS LambdaEC2S3RDSECSEKSGKECloud Run