Description
You will build, productionize, and integrate machine learning models into live applications.
Responsibilities
- Productionize machine learning solutions in collaboration with the ML engineering team.
- Integrate models into existing applications by working closely with the development team.
- Partner with DevOps to support model development and deployment.
- Perform bug fixes and enhancements on existing models.
- Write unit tests for all developed models.
Required Skills
- 5+ years of experience in machine learning engineering.
- Proficiency in Python, R, and SQL.
- Strong understanding of Reinforcement Learning (RL), Graph Neural Networks (GNN), and Vector models.
- Experience with sklearn, TensorFlow, and PyTorch.
- Expertise in data mining, data preprocessing, and data science concepts.
- Solid mathematics and problem-solving skills.
- Ability to implement research papers.
- Experience with data visualization.
Preferred Skills
- Knowledge of Kubernetes, containers, and monitoring tools like Prometheus.
- Experience developing applications using ChatGPT with custom datasets.