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PDS Inc, LLC
http://www.pdsinc.com
http://www.pdsinc.com
true
ML Infrastructure Engineer
Posted: 03/10/2025
2025-03-10
2025-04-23
Employment Type:
Direct Hire
Job Category: Software Engineer
Job Number: 24470
Workplace Type: Hybrid
Job Description
Your mission & key responsibilities
Your mission will be to design and implement a robust, scalable, and efficient ML infrastructure for training, deploying, and monitoring models in production:
We’d love to work with you if
Compensation: $220k
We look forward to reviewing your application. We encourage everyone to apply - even if every box isn’t checked for what you are looking for or what is required.
PDSINC, LLC is an Equal Opportunity Employer.
Your mission will be to design and implement a robust, scalable, and efficient ML infrastructure for training, deploying, and monitoring models in production:
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Build and optimize automated ML training pipelines (MLflow, Dagster)
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Improve scalability and performance (multi-GPU, caching, distributed architectures)
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Deploy and optimize real-time inference systems to ensure sub-20ms latency at scale
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Implement monitoring and observability for models (Prometheus, Grafana, Evidently AI)
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Optimize cloud costs and resource management (AWS Spot Instances, auto-scaling Kubernetes, FinOps)
We’d love to work with you if
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You have 6+ years of experience in relevant technical roles (Software Engineering, Data Engineering, ML Ops, or Infrastructure), with a strong foundation to build and scale ML infrastructure
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You have strong coding skills in Python, CI/CD, and Infrastructure as Code (Terraform, Ansible)
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You have deep expertise in ML Infrastructure: training orchestration (Dagster, Airflow), feature stores, live model monitoring, and distributed/multi-GPU training (TensorFlow, PyTorch)
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You have extensive cloud & scalability experience: deploying ML models on AWS/GCP, optimizing real-time inference, handling large-scale data pipelines, and implementing cost-efficient FinOps strategies
Compensation: $220k
We look forward to reviewing your application. We encourage everyone to apply - even if every box isn’t checked for what you are looking for or what is required.
PDSINC, LLC is an Equal Opportunity Employer.
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