Job Description:
We're looking for a Machine Learning Engineer to develop and deploy ML models. The ideal candidate should have strong experience in ML algorithms, deep learning, and production deployment of ML systems.
Key Responsibilities:
- Develop machine learning models
- Deploy models to production
- Optimize model performance
- Process and analyze large datasets
- Collaborate with data engineers
- Research and implement ML algorithms
- Monitor model performance
- Create documentation for ML systems
- Stay updated with ML advances
- Conduct A/B testing
Required Skills:
- Strong Python programming
- Deep learning frameworks (TensorFlow/PyTorch)
- ML algorithms and mathematics
- Data preprocessing techniques
- Model deployment experience
- Cloud ML services
- Version control for ML models
- Strong problem-solving skills
- Research capabilities
- Statistical analysis
Qualifications:
- Master's/PhD in Computer Science or related
- 3+ years ML experience
- Published research preferred
