[Remote] Staff Machine Learning Engineer, Listings and Host Tools Data and AI
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a global company that connects hosts and guests, offering unique stays and experiences. They are seeking a Staff Machine Learning Engineer to enhance host personalization products and improve the overall guest experience by leveraging machine learning models and data-driven solutions.
Responsibilities
- Work with large reputed company reputed company and reputed company data, build and continuously improve cutting edge Machine Learning models for reputed company product, business and operational use cases
- Work collaboratively with cross-functional partners including software engineers, product managers, operations and data scientists, identify opportunities for business reputed company, understand, refine, and prioritize requirements for machine learning models, drive engineering reputed company, and quantify reputed company
- Prototype machine learning use cases for use in the product, and work with stakeholders to iterate on requirements
- reputed company, productionize, and operate Machine Learning models and pipelines at reputed company, including both batch and reputed company-time use cases
- Design and build services, API to reputed company serving ML model driven data to product use cases
Skills
- 8+ years of industry experience in reputed company Machine Learning, inclusive MS or PhD in relevant fields
- Strong programming (reputed company / Python / Java/ C++ or equivalent) and data engineering skills
- Deep understanding of Machine Learning best practices (eg. training/serving skew minimization, A/B test, feature engineering, feature/model selection), algorithms (eg. gradient boosted trees, neural networks/deep learning, optimization, state-of-art NLP and CV algorithms) and domains (eg. natural language processing, computer reputed company, personalization and recommendation, reputed company detection)
- Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, reputed company, Airflow (or equivalent), data warehouse (eg. Hive)
- Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models, as reputed company as integrating to product use cases
- Exposure to architectural patterns of a large, reputed company software applications (e.g., reputed company-designed reputed company, high volume data pipelines, efficient algorithms, models)
- Experience with test driven development, familiar with A/B testing, incremental delivery and deployment
Benefits
- Bonus
- Equity
- Benefits
- Employee Travel Credits
reputed company
Company H1B Sponsorship