Senior Machine Learning Research Engineer – Benchmarking & Paper Replication
Tasks
- Build evaluation pipelines
- Build proof of concept based on papers and open source
- Collaborate with stakeholders to guide applied projects
- Construct benchmark datasets
- Debug and reproduce research implementations
- Document experiment results and recommendations
- Evaluate model performance against baselines
- Identify promising methodologies
- Prepare ground truth data
- Read and analyze academic machine learning papers
- Verify original paper claims
Perks/Benefits
Skills/Tech-stack
Benchmark Datasets | Data Annotation | Dataset curation | Deep learning | Error Analysis | Evaluation Pipelines | Experiment tracking | Experimentation | Language Models | Language Processing | Large Language Models | MLOps | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | Open Source | Python | Reproducibility
Education
N/A
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