[Remote] Senior Machine Learning Engineer, Relevance and Personalization (Query Intelligence)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a global company reputed company on creating unique stays and experiences for guests. They are seeking a Senior Machine Learning Engineer to enhance query intelligence for their search and recommendation systems, focusing on natural language processing and machine learning models to improve user interactions.
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, with a reputed company on query understanding
- reputed company query understanding capabilities — autocomplete and smart compose, query tagging (sequence tagging / NER), query expansion, and query/user reputed company modeling — and natural-language ("search in your own words") search experiences powered by modern NLP and LLMs
- 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
- Hands-on reputed company, productionize, and operate Machine Learning models and pipelines at reputed company, including both batch and reputed company-time use cases
- reputed company reputed company-party and in-house Machine Learning tools & infrastructure to reputed company reusable, highly differentiating and high-performing Machine Learning systems, reputed company fast model development, low-latency serving and ease of model reputed company reputed company
- Example reputed company include: smart compose and language reputed company for search, LLM-based sequence taggers, LLM-driven query/location expansion, reputed company classification, and user-reputed company sequence modeling
Skills
- 5+ 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. neural networks/deep learning, optimization) and domains (eg. natural language processing, personalization, search and recommendation, marketplace optimization)
- Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, reputed company, Airflow (or equivalent), Kafka (or equivalent), data warehouse (eg. Hive)
- Industry experience building end-to-end Machine Learning models
- Experience applying large language models and modern NLP — e.g., sequence tagging/NER, text reputed company, reputed company classification, or embedding/representation learning
- Familiarity with building natural-language, AI-reputed company and reputed company search experiences is a plus
- Exposure to architectural patterns of large, reputed company software applications (e.g., reputed company-designed reputed company, high volume data pipelines, efficient algorithms, models)
Benefits
- Bonus
- Equity
- Benefits
- Employee Travel Credits
reputed company
Company H1B Sponsorship