Machine Learning Engineer
Inetum
full-time
Posted on:
Location Type: Remote
Location: Romania
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About the role
- Ensuring the building, training, and deployment of machine learning models using AWS SageMaker’s managed infrastructure and automation capabilities to develop scalable and efficient ML solutions.
- Using Amazon Redshift and Amazon S3 for data storage, processing, and analysis required for ML model development and operations.
- Applying Apache Spark and Apache Airflow for large‑scale data processing and pipeline orchestration, ensuring high performance and reliability.
- Managing and optimizing machine learning workloads within Amazon EMR environments, while meeting performance and availability requirements.
- Leveraging Python and key data science libraries (e.g., NumPy, Pandas, Scikit‑learn) for data manipulation, preprocessing, modeling, and analysis.
- Collaborating with data engineering teams to ensure seamless and efficient integration of ML models into production environments.
- Implementing and adhering to best practices for model versioning, monitoring, and CI/CD processes to maintain ML models in optimal condition throughout their lifecycle.
Requirements
- Minimum 3 years of hands‑on experience in designing, developing, and deploying machine learning models intended for production environments.
- Strong and proven experience working with AWS services, including AWS SageMaker, Amazon Redshift, Amazon S3, Amazon EMR, as well as other AWS tools relevant to data processing and ML solution development.
- Advanced proficiency in Python, along with core data science libraries such as NumPy, Pandas, and Scikit‑learn.
- Demonstrated expertise using Apache Airflow and Apache Spark for pipeline orchestration and large‑scale data processing.
Benefits
- Full access to foreign language learning platform
- Personalized access to tech learning platforms
- Tailored workshops and trainings to sustain your growth
- Medical subscription
- Meal tickets
- Monthly budget to allocate on flexible benefit platform
- Access to 7 Card services
- Wellbeing activities and gatherings
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningAWS SageMakerAmazon RedshiftAmazon S3Apache SparkApache AirflowPythonNumPyPandasScikit-learn