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271 IRIS SOLUTIONS Jobs
Data Engineer
IRIS SOLUTIONS
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Design, implement, and maintain data pipelines for processing large datasets, ensuring data availability, quality, and efficiency for machine learning model training and inference.
- Collaborate with data scientists to streamline the deployment of machine learning models, ensuring scalability, performance, and reliability in production environments.
- Develop and optimize ETL (Extract, Transform, Load) processes, ensuring data flow from various sources into structured data storage systems.
- Automate ML workflows using ML Ops tools and frameworks (e.g., Kubeflow, MLflow, TensorFlow Extended (TFX)).
- Ensure effective model monitoring, versioning, and logging to track performance and metrics in a production setting.
- Collaborate with cross-functional teams to improve data architectures and facilitate the continuous integration and deployment of ML models.
- Work on data storage solutions, including databases, data lakes, and cloud-based storage systems (e.g., AWS, GCP, Azure).
- Ensure data security, integrity, and compliance with data governance policies.
- Perform troubleshooting and root cause analysis on production-level machine learning systems.
Mandatory Competencies
Cloud - AWS
DevOps - Docker
DevOps - Kubernetes
Beh - Communication
Employment Type: Full Time, Permanent
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What people at IRIS SOLUTIONS are saying
What IRIS SOLUTIONS employees are saying about work life
based on 6 employees
Flexible timing
Monday to Friday
Day Shift
IRIS SOLUTIONS Benefits
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