Staff Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Machine Learning Engineer (AI Research): Designing, training, and evaluating machine learning models for AI-enabled Security and Observability platforms with an accent on translating cutting-edge academic advances into production-ready systems. Focus on building robust ML pipelines, optimizing model performance through fine-tuning, and running rapid iterative experiments.
Location: Remote - United States
Salary: $230,000 - $275,000
Company
is a data engine for IT and Security, providing observability platforms that solve pressing data needs for the most demanding industries.
What you will do
- Design, train, and evaluate machine learning models across a range of research and applied AI initiatives.
- Run rapid, iterative experiments to test hypotheses and surface insights for model improvements.
- Translate academic advances into practical, production-ready systems in collaboration with researchers and engineers.
- Build and maintain robust ML pipelines for data ingestion, feature engineering, model training, and evaluation.
- Optimize model performance through fine-tuning, hyperparameter search, and architecture experimentation.
- Contribute to a culture of rigorous experimentation by tracking results and documenting findings.
Requirements
- Bachelor's degree in Computer Science, Mathematics, Statistics, or a related field.
- 5+ years of industry or research experience.
- Deep hands-on experience training and evaluating ML models, including language models.
- Strong proficiency in Python and ML frameworks such as PyTorch or TensorFlow.
- Familiarity with MLOps tooling and infrastructure (e.g., MLflow, Weights & Biases, Kubeflow).
- Must be based in the United States.
Nice to have
- Master's or PhD degree in a relevant field.
- Solid understanding of modern NLP, computer vision, and/or reinforcement learning techniques.
Culture & Benefits
- Remote-first work environment emphasizing employee empowerment.
- Comprehensive health, dental, vision, short-term disability, and life insurance.
- 401(k) plan, equity, and eligibility for a discretionary company-wide bonus.
- Paid holidays, paid time off, and fertility treatment benefits.
- Collaborative, curious, and motivated team culture that values diversity.
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