Cloud Machine Learning Operations Specialist

1 week ago


New York, New York, United States STRATUS Solutions Full time
About Us

At Stratus Solutions, we're innovating to solve real-world problems. Our team enhances the ability of federal government customers to preserve national security, deliver justice, and serve the public with advanced technologies and quality analysis.

Job Summary

We're seeking a highly skilled Cloud Machine Learning Operations Engineer to join our team. As a key member of our team, you'll work closely with agencies and industry to overcome technical and cultural hurdles to innovation, empowering them with the latest end-to-end cloud infrastructure, big data, and cyber capabilities.

Key Responsibilities
  • Design and manage scalable and high-performance inference pipelines in a production, enterprise system using NVIDIA Triton.
  • Collaborate with data scientists and software engineers to deploy machine learning models, ensuring optimal performance, resource utilization, and cost tracking and savings.
  • Architect and implement solutions to scale machine learning inference to handle large workloads efficiently.
  • Monitor and fine-tune model inference for optimal speed and resource utilization.
  • Implement automation tools and processes for model deployment, monitoring, and scaling.
  • Develop robust monitoring and logging solutions to track model performance, system health, and data quality in real-time.
  • Help implement security best practices to protect machine learning models and data.
  • Maintain detailed documentation of machine learning operations processes and best practices.
  • Work closely with a cross-functional Product team to understand business requirements and translate them into technical solutions.
  • Provide technical support for debugging and resolving issues related to model deployment and inference.
Requirements
  • TS/SCI W/ POLY clearance required.
  • Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field.
  • Proven experience (3+ years) as a Machine Learning Operations Engineer with a focus on NVIDIA Triton.
  • Experience with other MLOps tools and platforms.
  • Strong programming skills in Python.
  • Familiarity with machine learning frameworks like TensorFlow or PyTorch.
  • Experience with GPU hardware and optimization for deep learning workloads.
  • Strong problem-solving skills and the ability to work effectively in a collaborative team environment.
  • Excellent communication skills and the ability to convey technical concepts to both technical and non-technical stakeholders.
What We Offer
  • Excellent compensation and amazing benefits.
  • Multiple health insurance options.
  • 401k Immediate Vesting.
  • Fully paid long-term disability, short-term disability, and life insurance.
  • Flexible Spending Account options.
  • Generous paid time off.
  • Flexible work schedules with the ability to bank extra hours for additional time off.
  • Government shutdown protection.
  • Employee centric culture.
  • Commitment to learning and growth.


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