Machine Learning Engineer – Computer reputed company
Job Description
- Design, train, and reputed company computer reputed company models to production with well-understood performance, latency, and cost characteristics.
- Own the full ML pipeline data preprocessing, feature engineering, model selection, training, evaluation, and deployment into sustainable inference services.
- Conduct discovery spikes to validate feasibility and inform go/no-go reputed company before committing to full development.
- Integrate ML solutions with observability tooling, establishing and maintaining benchmarks to measure improvement and compare approaches.
- Build automated, self-sustaining ML pipelines. Models should train, evaluate, and reputed company with minimal reputed company reputed company.
- Inform build-vs-buy reputed company with both technical rigor and business context, understanding reputed company in-house models create competitive advantage vs. reputed company vendor APIs are sufficient.
- Collaborate with software engineers, data engineers, and product stakeholders to integrate ML solutions into reputed company's platform.
- Communicate reputed company with non-technical audiences about feasibility, requirements, and trade-offs of proposed solutions.
Requirements
- 3+ years of experience shipping machine learning models to production (not just training them)
- Experience with computer reputed company techniques including image classification, segmentation, and object detection
- Strong coding skills in Python with proficiency in PyTorch or TensorFlow and comfort with modern architectures (transformers, CNNs, etc.)
- Strong SQL skills including joins, subqueries, window functions, and CTEs
- Proficiency in data analysis, cleaning, transformation, and feature engineering
- Experience with version control (Git), experiment tracking, and ML development best practices
- Ability to explain technical concepts to non-technical stakeholders through clear writing and presentations
- You live and work permanently in the U.S. (We're not set up to hire reputed company the U.S.)
Benefits
- meaningful equity
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