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Descrierea jobului
1. Create ML pipeline - ETL, continuous integration and deployment (CI/CD)
2. Define the model management system, technologies, and processes to manage model development, training, and deployment including hyper-parameter configuration and optimization
3. Create scalable systems for efficient monitoring, tracing, profiling, and debugging
4. Diagnose and support complex systems
2. Define the model management system, technologies, and processes to manage model development, training, and deployment including hyper-parameter configuration and optimization
3. Create scalable systems for efficient monitoring, tracing, profiling, and debugging
4. Diagnose and support complex systems
Cerințe
1. 5+ years of industry experience
2. 2+ years of experience in developing continuous integration and deployment (CI/CD) pipelines (e.g. Jenkins)
3. Experience with designing, building, and deploying MLOps pipelines
4. Proficient knowledge of git (DVC), Docker and containers, Kubernetes, Airflow
5. Proficiency in distributed storage and processing of big data with Hadoop and Spark
6. Experience with Hive
7. Experience with database management systems and tools including but not limited to Cassandra, MongoDB, SQL
8. Strong programming skills in Python, C or C++
9. Experience with deep learning frameworks (such as TensorFlow and PyTorch)
2. 2+ years of experience in developing continuous integration and deployment (CI/CD) pipelines (e.g. Jenkins)
3. Experience with designing, building, and deploying MLOps pipelines
4. Proficient knowledge of git (DVC), Docker and containers, Kubernetes, Airflow
5. Proficiency in distributed storage and processing of big data with Hadoop and Spark
6. Experience with Hive
7. Experience with database management systems and tools including but not limited to Cassandra, MongoDB, SQL
8. Strong programming skills in Python, C or C++
9. Experience with deep learning frameworks (such as TensorFlow and PyTorch)
Beneficii
MLOps Engineer
at Emerson Croft (View all jobs)
Remote
AI healthcare startup with 132 million monthly unique visitors seeking a MLOps Engineer.
Get involved with our Silicon Valley-based, stealth-mode AI healthcare startup by joining their remote team as a MLOps Engineer.
Apply if you’re fiercely independent and self-motivated people who can thrive in the comfort of their own work-space, on their own hours.
Their company culture is intense, but professionally and personally rewarding. You’ll own tasks, be expected to contribute ideas at a high level, and execute. And the remote setting allows you to spend less time in meetings and more time doing the things you love.
at Emerson Croft (View all jobs)
Remote
AI healthcare startup with 132 million monthly unique visitors seeking a MLOps Engineer.
Get involved with our Silicon Valley-based, stealth-mode AI healthcare startup by joining their remote team as a MLOps Engineer.
Apply if you’re fiercely independent and self-motivated people who can thrive in the comfort of their own work-space, on their own hours.
Their company culture is intense, but professionally and personally rewarding. You’ll own tasks, be expected to contribute ideas at a high level, and execute. And the remote setting allows you to spend less time in meetings and more time doing the things you love.
Abilități
Advanced SQL Airflow Cassandra Cd CI Docker Framework Hadoop Hive Kubernetes MongoDB Python SparkCerințe lingvistice
EnglishGradul de educație
Bachelor's DegreeSuport viză
NuAcceptare doar candidați din:
Albania, Bosnia and Herzegovina, Macedonia, Romania, Serbia
Criterii job
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