Machine Learning Engineer
2 days ago
Key Responsibilities
As a key member of the team, you will be responsible for:
- Developing and implementing machine learning models for various applications, including but not limited to predictive modeling, classification, regression, and anomaly detection.
- Designing and building robust and scalable machine learning pipelines for data ingestion, preprocessing, feature engineering, model training, and model evaluation.
- Deploying and monitoring machine learning models in production environments, ensuring high performance and reliability.
- Collaborating with data scientists, software engineers, and product managers to define project requirements and deliver solutions that meet business needs.
- Conducting thorough testing and validation of machine learning models to ensure accuracy and reliability.
- Staying up to date with the latest advancements in machine learning and artificial intelligence, and evaluating their potential applicability to our business.
- Contributing to the development of internal machine learning infrastructure and best practices.
- Documenting all aspects of the machine learning development lifecycle, including data sources, algorithms, code, and deployment procedures.
- Participating in code reviews and providing constructive feedback to other team members.
- Troubleshooting and resolving issues related to machine learning models and infrastructure.
- Presenting findings and recommendations to stakeholders in a clear and concise manner.
Skills: python,machine learning,algorithms,machine learning models
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