Machine Learning Operations Engineer
1 week ago
Company Description
FaceFirst is a global leader in advanced face matching systems that integrate cutting-edge AI technology with human oversight. The company specializes in providing solutions for life safety, loss prevention, and privacy protection. FaceFirst's innovative technologies are trusted by clients worldwide to enhance security and operational efficiency. With a commitment to ethical AI practices, FaceFirst ensures privacy and reliability in all its services.
Role Description
We are looking for a motivated MLOps Engineer with 1 to 4 years of experience (Flexible) to join the ML team and help other MLEs automate and operationalize their machine learning workflows. The ideal candidate will have a solid foundation in MLOps, experience with cloud infrastructure (Azure), strong networking, and security knowledge that will be needed to support scalable ML deployments across cloud and on-premises infrastructure.
Qualifications
- 1-4 (Flexible) years of experience in MLOps, DevOps, or related roles that expose you to their practices.
- Understanding of networking concepts including VPN setup, firewalls, routing, and secure connectivity for distributed teams.
• Familiarity with CI/CD tools and pipelines. - Familiarity with SQL and Relational DB's.
- Familiarity with ML frameworks, specifically PyTorch and scikit-learn.
- Experience with Microsoft Azure services (Azure ML, Azure DevOps, AKS, Azure Storage).
- Experience managing on-premises servers and hybrid cloud environments.
- Experience with containerization tools like Docker and Kubernetes.
- Strong Python and Bash scripting skills.
- Strong problem-solving skills and ability to work collaboratively in a team environment.
Preferred (Not Required)
- Understanding data engineering and security best practices.
- Familiarity with data visualization tools and analytics.
- Familiarity with GCP.
• Experience with ML Training and Development - Experience with other languages and frameworks (React/Angular, Go, C++, etc.)
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