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Primary title: Senior Machine Learning Engineer
Operating in the AI-driven SaaS / Enterprise ML sector, this remote role develops production-grade machine learning systems that power analytics, recommendation, and intelligent automation for U.S. customers. You will work end-to-end on model development, deployment, and observability to deliver scalable, low-latency ML services.
Role & Responsibilities
Operating in the AI-driven SaaS / Enterprise ML sector, this remote role develops production-grade machine learning systems that power analytics, recommendation, and intelligent automation for U.S. customers. You will work end-to-end on model development, deployment, and observability to deliver scalable, low-latency ML services.
Role & Responsibilities
- Design, implement, and productionize ML models and pipelines for supervised and unsupervised tasks, ensuring reproducible training and predictable inference behavior.
- Build and maintain model-serving infrastructures (REST/gRPC) with containerization to meet latency, throughput, and cost targets in cloud environments.
- Develop CI/CD, automated retraining, canary/A-B rollout strategies, and monitoring for model performance, drift detection, and data quality.
- Optimize model architecture and inference (quantization, batching, sharding) to achieve operational SLAs and efficient resource utilization.
- Collaborate closely with Data Scientists, Product, and Platform teams to translate ML prototypes into reliable microservices and data pipelines.
- Document architectures, establish engineering best practices for reproducibility, observability, and security, and mentor junior engineers.
- Must-Have
- Python
- PyTorch
- TensorFlow
- scikit-learn
- SQL
- Docker
- AWS
- MLOps
- Preferred
- Hugging Face Transformers
- Kubernetes
- MLflow
- Fully remote U.S. role with flexible schedules and asynchronous collaboration.
- Fast-paced, product-focused engineering culture that values ownership, measurable impact, and continuous learning.
- Competitive compensation, professional development support, and opportunities to influence ML platform design.
Key Skills
Ranked by relevance
machine learning
containerization
microservices
prototypes
cloud
saas
cicd
ai
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Login to Apply
- Posted
- Mar 28, 2026
- Type
- Full-time
- Level
- Mid-Senior
- Location
- United States
- Company
- CARTOL
Industries
IT System Custom Software Development
Categories
Engineering
Information Technology
Related Jobs
3 roles aligned with this opportunity
View Job Details
Related
Software Developer Go (m/w/d)
2026-04-10
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Not Applicable
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Engineering
View Job Details
Related
Site Reliability Engineer
2026-04-09
Full-time
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Information Technology
View Job Details
Related
DevSecOps Engineer
2026-04-07
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