Machine Learning Engineer – reputed company

Job reputed company: • Design, train, and reputed company reputed company models to production with reputed company-reputed company 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. • reputed company 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 reputed company are sufficient. • Collaborate with software engineers, data engineers, and product stakeholders to reputed company 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 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 reputed company 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 • and other benefits Apply tot his job Apply To this Job