
Data Engineering Leader
12 hours ago
Job Title: Enterprise Machine Learning Specialist
The ideal candidate for this role will possess a strong background in machine learning operations, with experience in designing and implementing scalable data pipelines to support enterprise machine learning systems.
Key Responsibilities:
- Design and develop robust data pipelines and engineering infrastructure to support our clients' enterprise machine learning systems at scale
- Develop and deploy scalable tools and services for our clients to handle machine learning training and inference
- Evaluate new technologies to improve performance, maintainability, and reliability of our clients' machine learning systems
- Apply software engineering rigor and best practices to machine learning, including continuous integration and deployment
- Support model development, emphasizing auditability, versioning, and data security
- Collaborate on the development and deployment of proof-of-concept machine learning systems
- Communicate with stakeholders to build requirements and track progress
- Utilize advanced analytic skills related to working with structured, semi-structured, and unstructured datasets
- Stay up-to-date with emerging machine learning techniques, including decision trees, random forests, boosting algorithms, neural networks, deep learning, support vector machines, clustering, Bayesian networks, reinforcement learning, and feature reduction
Requirements:
- University Degree in Computer Science, Information Technology, or related field
- 5+ years of experience in the machine learning operations role
This is a unique opportunity to work with cutting-edge technology and collaborate with experienced professionals in the field. If you are passionate about machine learning and operations, we encourage you to apply.
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