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🔍 Logistics technology
🏢 Company: Greenscreens.ai
- Python expertise with preferable experience in data processing applications and machine learning pipelines.
- Strong proficiency in SQL and relational databases, preferably PostgreSQL, with experience in query optimization.
- Knowledge of CI/CD pipelines and version control systems.
- Experience with containerization and orchestration tools like Docker and Kubernetes.
- Proficient in Python package management and understanding of Python GIL.
- Highly desirable skills include machine learning libraries and familiarity with AWS, S3, Amazon Redshift, ClickHouse.
- Additional technical skills such as Connexion, aiohttp, FastAPI, Flask, Cython, Numba, Elastic, Grafana, Prometheus.
- Basics of Java or any language with strong typing.
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.
- Design and maintain high-quality Python code for data analysis, machine learning model development and deployment.
- Collaborate with data scientists and ML engineers to optimize data management and model deployment strategies.
- Enhance data processing and machine learning pipelines to improve efficiency, scalability and monitoring capabilities.
- Implement unit testing, integration testing, and Test-Driven Development practices to ensure the reliability and stability of our codebase.
- Improve monitoring of ML microservices to detect and address performance issues proactively.
AWSDockerPostgreSQLPythonSQLData AnalysisFlaskKubernetesMachine LearningNumpyFastAPIGrafanaPrometheusPandasCI/CD
Posted 2 months ago
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