About this opportunity
3i People lists this Machine Learning Operations Lead opportunity in atlanta, Georgia. Review the employer’s description below for duties, qualifications and application requirements.
Job description
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At 3i People, we’re more than a staffing agency, we are career accelerators! Partnered with cutting edge tech firms and innovative companies, we connect top-tier talent with their dream jobs. Our mission is to open doors for professionals like you to thriving workplaces where you can leave your mark. Here is one such permanent job opportunity for a Machine Learning Operations Lead with a Fortune 500 manufacturing organization headquartered in Atlanta, GA. Hybrid work arrangements .
As the ML Ops Lead, you will play a critical role in bridging the gap between data science and production. You will be responsible for implementing and managing the infrastructure, processes, and tools necessary to deploy, monitor, and maintain machine learning models in a production environment. You will work closely with data scientists, engineers, and other stakeholders to ensure the seamless integration of machine learning solutions into our products and services.
Key Responsibilities :
ML Model Deployment : Lead the deployment of machine learning models into production environments, ensuring they are scalable, reliable, and maintainable.
Infrastructure Management : Collaborate with the IT and DevOps teams to provision and manage the necessary infrastructure, including cloud resources, containers, and data pipelines, to support machine learning workloads.
Automation : Develop and maintain automation scripts and tools for model deployment, monitoring, and retraining, with a focus on efficiency and reproducibility.
Model Monitoring : Implement robust monitoring and alerting systems to track model performance, data drift, and anomalies, and take proactive steps to address issues as they arise.
Security and Compliance : Ensure that machine learning models and data pipelines adhere to security and compliance standards, and work closely with security teams to address any vulnerabilities or risks.
Collaboration : Collaborate with data scientists and engineers to understand model requirements, and work together to optimize models for deployment.
Documentation : Maintain clear and comprehensive documentation of ML Ops processes, procedures, and configurations.
Continuous Improvement : Stay up-to-date with industry best practices and emerging technologies in ML Ops, and proactively identify opportunities to enhance the ML Ops workflow.
Team Leadership : Mentor and guide junior ML Ops engineers and contribute to their skill development.
Seniority level
Seniority level
Mid-Senior level
Employment type
Employment type
Full-time
Job function
Job function
Information Technology
Industries
Wholesale Paper Products
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Inferred from the description for this job
Medical insurance
Vision insurance
401(k)
Pension plan
Paid maternity leave
Paid paternity leave
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Worksite address
atlanta, GA, 30383, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.