Sr SW Engineer, Machine Learning
Tasks
- Analyze AB test results against business metrics
- Apply causal inference techniques
- Apply deep learning for recommendations
- Build content recommendation systems
- Collaborate with engineering and cross-functional teams
- Develop bandit algorithms for recommendations
- Implement transformer-based models
- Improve ML developer velocity
- Optimize recommendation algorithms
- Run online AB tests
- Scale machine learning systems
- Train and mentor team members
- Translate business requirements into technical specifications
- Use large language models for recommendations
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Airflow | Amazon EMR | Amazon S3 | B testing | BERT | Causal Inference | Classification | Data Pipelines | Decision Trees | Deep learning | Java | Language Models | Language Processing | Large Language Models | Machine Learning | Multi-Armed Bandits | Natural Language | Natural Language Processing | Neural Networks | Python | Recommender Systems | Regression | Scala | Sequence Models | Spark | Streaming Architecture | System Architecture | Transformers | Word2Vec
Education
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