
Machine Learning Operations Professional
2 days ago
ML Operations Specialist
Job Description:Our organization is seeking a skilled ML Operations Specialist to join our team. The successful candidate will be responsible for designing and implementing data pipelines and engineering infrastructure to support large-scale machine learning systems.
Key Responsibilities:- Design and implement scalable data pipelines and engineering infrastructure to support machine learning systems at scale.
- Transform offline models into production-ready machine learning systems.
- Develop and deploy tools and services for machine learning training and inference.
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems.
- Apply software engineering rigor and best practices to machine learning.
- Support model development with an emphasis on auditability, versioning, and data security.
- Facilitate the development and deployment of proof-of-concept machine learning systems.
- Communicate with clients to build requirements and track progress.
- University degree in Computer Science, Information Technology, or related field.
- 5+ years of experience in Machine Learning Operations role.
- Strong analytic skills related to working with structured, semi-structured, and unstructured datasets.
- Advanced machine learning techniques: Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction.
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