We're seeking a seasoned Machine Learning Engineer to join our team!
About the Role:
* Design, Train, Deploy and Monitor ML Models: Our ideal candidate will have expertise in developing and deploying machine learning models for production.
* Pipeline Development: Collaborate with data engineering to build efficient pipelines for ML workloads.
* Feature Engineering and Embeddings Generation: Conduct feature engineering and embeddings generation on structured and unstructured data.
Required Skills and Qualifications:
* Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning or related field.
* 3+ years of experience building and deploying ML systems.
* Strong Python skills and experience with PyTorch, TensorFlow, Scikit-Learn, Hugging Face Transformers.
Your Responsibilities will include:
1. Collaboration: Work closely with data engineering teams to maintain data pipelines for ML workloads.
2. Data Analysis: Conduct feature engineering and embeddings generation on structured and unstructured data.
3. Model Monitoring: Implement model monitoring, drift detection, and retraining pipelines.
Key Responsibilities will be your main focus.