AI/ML Engineer
Fortive
AirflowAzureCloudDockerKubernetesMicroservices.NETPythonPyTorchScikit-LearnTensorflow
AI/ML Engineer
Ledgebrook
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AWSCloudDynamoDBPython
About the role
- Develop ML-driven pricing models to generate underwriting decisions autonomously, increasing capacity from 100 to 1000+ submissions per underwriter per month.
- Design models to forecast risk and optimize pricing strategies using structured and unstructured data.
- Implement AI models that extract insights from loss run reports, reducing manual work and accelerating turnaround times.
- Use NLP and deep learning to process structured and unstructured insurance documents, improving decision-making efficiency.
- Develop and deploy computer vision models to analyze property imagery for key underwriting features such as roof material, condition, and structure.
- Build a chatbot leveraging LLMs to assist underwriters with document analysis and risk assessment.
Requirements
- 3+ years of experience in software engineering with a focus on machine learning, AI, or data science.
- Proven experience building and deploying LLM applications in production.
- Strong background in time series forecasting, NLP, and predictive modeling.
- Hands-on expertise with AWS cloud services (e.g., Lambda, S3, Bedrock, SageMaker, DynamoDB, etc.).
- Proficiency with Python for backend and AI development.
- Ability to work autonomously and own projects from ideation to deployment.
- Passion for AI-driven automation and disrupting traditional industries.
Benefits
- Competitive salary + meaningful equity ownership
- 100% employer-paid health insurance
- 100% remote work, flexible hours
- Unlimited paid time off
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningAIdata sciencetime series forecastingnatural language processingpredictive modelingcomputer visionLLM applicationsPythonpricing models
Soft skills
autonomyproject ownershipdecision-makingproblem-solvingcommunication
