Senior Machine Learning Engineer (Match Group AI)
Tasks
- Collaborate with software engineering and product stakeholders
- Define evaluation metrics and training methods
- Design ML training pipelines
- Design and optimize ML models for production
- Develop and apply Large Language Models
- Develop and apply multimodal models
- Handle multimodal data collection and bias
- Implement ML deployment processes
- Lead technical decisions across ML projects
- Optimize on device and large model inference
- Redefine business problems as AI ML problems
Perks/Benefits
- N/A
Skills/Tech-stack
A I | A i Data Pipelines | A/B | A/B Testing | B testing | Causal Inference | Data Analysis | Data Pipelines | Deep learning | JAX | Language Models | Language Processing | Large Language Models | Machine Learning | Model Evaluation | Model Training | Multimodal Learning | Natural Language | Natural Language Processing | PyTorch | Python | SQL | Statistical Analysis | TensorFlow
Education
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