Description
You will productionize machine learning solutions, integrating models into applications and maintaining them in production environments.
Responsibilities
- Productionize ML solutions in collaboration with Data Scientists.
- Integrate models into applications by working closely with development teams.
- Collaborate with DevOps to support model development and deployment.
- Perform bug fixes and enhancements on existing models.
- Write unit tests for all models to ensure stability.
Required Skills
- 5+ years of professional experience.
- Proficiency in Python, R, and SQL.
- Strong understanding of supervised, unsupervised, and reinforcement learning.
- Experience with statistical modeling and data mining.
- Hands-on experience with sklearn, TensorFlow, and PyTorch.
- Ability to perform data preprocessing and data visualization.
- Strong mathematical skills and problem-solving aptitude.
Preferred Skills
- Knowledge of Kubernetes and containerization.
- Experience with monitoring tools such as Prometheus.