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Ml Ops Specialist
3 days ago
ML Ops Specialist
Important Information
Experience: more than 6 years
Job Mode: Full-time
Work Mode: On-site
Encora is a global Software and Digital Engineering company that helps business overcome the Software Engineering Talent shortage and provides next-gen services and such as Predictive Analysis, Artificial Intelligence & Machine Learning, IoT, Cloud, and Test Automation. We count with 16 global offices and 25 innovation labs.
Our Software Engineering experts work with leading-edge technology companies to improve their speed to impact.
**Responsibilities**:
- Develop and maintain pipelines for model training, evaluation, and deployment.
- Implement monitoring and alerting systems to track model performance and data quality in production.
- Automate processes for model retraining, versioning, and rollback.
- Collaborate with data scientists and software engineers to optimize models for performance, scalability, and reliability.
- Ensure compliance with regulatory requirements and security standards in all ML operations.
- Research and implement best practices for ML Ops to improve efficiency and reduce operational overhead
Requirement
- Proficiency in programming languages such as Python, Java, or Scala.
- Knowledge of DevOps principles and practices.
- Proficiency in cloud platforms like AWS, Azure, or GCP.
- Experience with containerization tools like Docker and Kubernetes.
- Knowledge of CI/CD pipelines and automation tools like Jenkins or GitLab CI.
- Familiarity with version control systems such as Git.
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