Associate Principal Engineer, Data Science
Tasks
- Define NFR guidelines and benchmarks
- Define architecture and high-level design
- Develop optimization models
- Develop predictive modeling solutions
- Implement NLP solutions
- Perform POCs to validate technologies
- Resolve issues using root cause analysis
- Review architecture for scalability, security, extensibility
- Support MLOps with model lifecycle management
- Translate client requirements into technical design
Perks/Benefits
- N/A
Skills/Tech-stack
ANOVA | AWS | Azure | CI/CD | Cloud Architecture | Cloud platform | Genetic Algorithms | Google Cloud | Google Cloud Platform | Integer Programming | Langchain | Language Processing | Lifecycle Management | Linear Programming | Llamaindex | MLOps | Machine Learning | Mathematical Optimization | Model Lifecycle | Model Lifecycle Management | Monitoring | Natural Language | Natural Language Processing | NumPy | Pandas | Prompt engineering | Python | R | Regression | Reinforcement Learning | Retrieval-Augmented Generation | Scikit-learn | Series analysis | Time Series | Time Series Analysis
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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