
ML Model Deployment Expert
1 day ago
Job Title: Machine Learning Operations Specialist
We are seeking a highly skilled professional to ensure the smooth operation of machine learning models in production.
The ideal candidate will have a strong background in programming and scripting, with experience in data and feature engineering, monitoring and logging, and experiment tracking and workflow orchestration.
Key Responsibilities:
- Design and implement scalable and reliable systems for deploying and managing machine learning models
- Collaborate with cross-functional teams to identify and prioritize improvements to the ML pipeline
- Develop and maintain scripts and tools for automating tasks and workflows
Requirements:
- 7+ years of experience in ML Ops or related field
- Strong knowledge of machine learning frameworks (TensorFlow, PyTorch, Scikit-learn)
- Experience with MLflow, Kubeflow, Prometheus, Grafana, and Weights & Biases
Bonus Points:
- Demonstrated expertise in cloud-based deployment and management of ML models
- Familiarity with containerization technologies such as Docker
This role requires a unique blend of technical skills and business acumen. The successful candidate will be able to effectively communicate complex technical ideas to both technical and non-technical stakeholders, ensuring seamless collaboration across functional teams.
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