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Senior AI/ML Engineer

1 month ago
United States
Full-time
Senior
Machine Learning Engineer
Software Development
AWS AWS CDK Docker FastAPI GitHub Actions IoT Kafka Machine Learning Microservices MLOps NumPy Pandas PostgreSQL Python PyTorch Random Forest Redis REST API Scikit-learn Snowflake SQL TensorFlow XGBoost
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Catena Clearing

Catena Clearing is a data company founded in 2024 by a team of experts in vertical software, supply chain, and CPG & Retail. Headquartered in New York and backed by Shaper Capital, Catena Clearing offers innovative solutions for visibility data and is ...

Internet Software & Services
View All Jobs 7

Description

  • Build and scale ML pipelines that ingest, clean, and normalize high-frequency telematics data from diverse ELD and vehicle sensor providers.
  • Develop geospatial and time-series models for dynamic ETAs, route optimization, and driver safety scoring.
  • Create anomaly and fraud-detection algorithms for location spoofing, route deviations, and irregular behavior.
  • Build predictive models for maintenance, dispatching, and risk scoring using historical, HOS, and real-time telematics data.
  • Optimize model latency, throughput, and reliability for real-time inference through Catena’s low-latency API.
  • Collaborate with backend engineers and product teams to integrate ML microservices and launch data products.
  • Contribute to product and API direction in an early-stage startup environment.

Requirements

  • 5+ years of professional experience building, deploying, and maintaining production machine-learning models.
  • Expertise in time-series forecasting, geospatial analysis, anomaly detection, and algorithms such as XGBoost, Random Forests, and clustering.
  • Experience processing large-scale, high-throughput streaming data, including IoT, GPS, or sensor data, with distributed frameworks.
  • Production-level Python proficiency, including Pandas, NumPy, Scikit-learn, PyTorch or TensorFlow, and SQL.
  • Strong API design, object-oriented programming, and automated testing skills; experience with FastAPI and Pydantic.
  • Hands-on MLOps experience with Docker, model deployment, monitoring, AWS, SageMaker, ECS, S3, and GitHub Actions.
  • Experience with PostgreSQL/PostGIS, Kafka or Kinesis, Redis, Snowflake, and AWS CDK preferred.
  • Experience in telematics, IoT, logistics, fintech, insurance, large-scale geospatial data, multi-tenant data delivery, third-party APIs, or SOC 2 environments preferred.
  • Must be located in the US; sponsorship is not available, and occasional team onsite travel is required.

Benefits

  • Competitive salary, full benefits, equity, and 401(k) match.
  • Remote-friendly work environment.
  • High ownership, meaningful impact, and direct collaboration with company leadership.
  • Opportunity to influence product and API direction and help build technical and sales engineering functions.

Interested in this position?

Apply directly on the company website

Apply Now

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