AI/ML Engineer
Fortive
AirflowAzureCloudDockerKubernetesMicroservices.NETPythonPyTorchScikit-LearnTensorflow
Senior ML Engineer
May Mobility
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteSalary
💰 $152,000 - $220,000 per year
Job Level
Senior
Tech Stack
ApachePySparkPythonPyTorchSparkTensorflow
About the role
- Design, implement, and deploy state-of-the-art machine learning models for analyzing multimodal data to generate searchable metadata and facilitating downstream engineering workflows such as quick issue triaging.
- Research and implement novel techniques for sequential feature extraction, weak supervision, and self-supervised learning to efficiently handle long-tail events and continuously improve labeling data quality.
- Curate high-quality datasets by applying advanced data mining techniques to ensure model robustness, performance, and coverage.
- Establish and maintain frameworks for model validation and performance monitoring to drive continuous improvement.
Requirements
- B.S, M.S. or Ph.D. Degree in Engineering, Data Science, Computer Science, Math, or a related quantitative field.
- 5+ years of hands-on experience as a Data Scientist or ML Engineer with a strong focus on algorithm design and machine learning.
- Experience working with multimodal data like visual data (images/video), structured perception and behavior outputs (e.g., agent tracks, vehicle state estimation, motion planner outputs).
- Expert-level programming skills in Python with extensive use of modern deep learning frameworks like TensorFlow or PyTorch.
- Demonstrated experience in building and deploying production-level machine learning systems from conception to delivery.
- Expertise in PySpark/Apache Spark for handling large-scale data processing.
Benefits
- Comprehensive healthcare suite including medical, dental, vision, life, and disability plans. Domestic partners who have been residing together at least one year are also eligible to participate.
- Health Savings and Flexible Spending Healthcare and Dependent Care Accounts available.
- Rich retirement benefits, including an immediately vested employer safe harbor match.
- Generous paid parental leave as well as a phased return to work.
- Flexible vacation policy in addition to paid company holidays.
- Total Wellness Program providing numerous resources for overall wellbeing
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningsequential feature extractionweak supervisionself-supervised learningdata miningmodel validationperformance monitoringalgorithm designPythondeep learning
