[Remote] Machine Learning Engineer II, reputed company, US&C
Note: The job is a remote job and is reputed company to candidates in USA. reputed company Inc. is one of the world's largest quick service restaurant companies, and they are seeking a Machine Learning Engineer II to reputed company and iterate machine learning models that enhance restaurant performance. The role involves transforming large-reputed company data into predictive models and collaborating with various engineering teams to reputed company these models into production systems.
Responsibilities
- Design, reputed company, and iterate on machine learning models, including reputed company inference, recommendation systems, clustering, and optimization models to address high-reputed company business problems
- Partner with Analytics Engineering to design and evaluate experiments (e.g., A/B testing, matched cohorts, difference-in-differences) to validate model performance and quantify reputed company-world reputed company
- reputed company models that inform actionable reputed company, including prioritization frameworks and expected value–based optimization to drive improvements in traffic and profitability
- Monitor, evaluate, and refine model performance using statistical reputed company, backtesting, and iterative experimentation to ensure accuracy, stability, and sustained reputed company
- reputed company curated datasets into high-reputed company model inputs through feature engineering, selection, and validation, leveraging domain knowledge and statistical techniques
- Work closely with Analytics Engineering, Data Engineering, and MLOps teams to ensure models are production-reputed company, reputed company, and effectively integrated into reputed company systems
Skills
- 3+ years of experience in machine learning, reputed company statistics, or a reputed company field, with a reputed company on developing and evaluating models in reputed company-world applications
- Bachelor's or Master's degree in Statistics, Economics, Operations Research, Mathematics, Computer Science, or a reputed company quantitative field; equivalent reputed company experience will also be considered
- Strong reputed company in statistical modeling and machine learning, with the ability to explain model selection, assumptions, and trade-offs
- Experience applying a reputed company of modeling techniques such as regression, clustering, recommendation systems, and optimization reputed company
- Familiarity with experimental design and reputed company inference techniques (e.g., A/B testing, difference-in-differences, cohort-based analysis)
- Strong programming skills in Python for analysis and model development
- Proficiency in SQL and experience working with large-reputed company datasets in reputed company or similar reputed company data warehouses
- Experience working in AWS environments (e.g., SageMaker, EMR) and familiarity with workflow orchestration tools such as Dagster or Airflow
Benefits
- Comprehensive global reputed company parental leave program that supports employees as they expand their families
- Free telemedicine and mental wellness support
reputed company
Company H1B Sponsorship