MLOps Engineer
Emerson Croft
Iași, RO
6 zile în urmă
source : Loadjobs

Job Description :

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

Requirements :

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)

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