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Senior Machine Learning Engineer (AI)
171 700 - 274 300$
Описание вакансии
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TL;DR
Senior Machine Learning Engineer (AI): Designing, building, and shipping production machine learning models to power core product features on the app and website with an accent on personalized ranking & recommendations and semantic search. Focus on applying deep learning and large language models (LLMs) to improve the home shopping experience.
Location: Must be based in the US
Salary: $171,700.00 - $274,300.00 annually
Company
is the most-visited real estate platform in the U.S., helping customers navigate buying, selling, financing and renting with greater ease and confidence.
What you will do
- Design, build, and ship new production machine learning models that power core product features.
- Re-architect core home ranking and recommendation systems to support advanced neural networks.
- Own the full lifecycle of models, from offline experimentation to online deployment and performance monitoring.
- Pioneer the application of deep learning and large language models (LLMs) to improve the home shopping experience.
- Develop new AI components that optimize how and when homes are recommended.
- Collaborate with engineers, scientists, product managers, and designers to execute the team's strategic roadmap.
Requirements
- 3-5 years of experience in developing applications in search, personalized ranking, or recommender systems.
- Experience developing and deploying ML models that scale to high-traffic, latency-sensitive customer-facing services.
- Strong programming skills in Python or Java.
- Familiarity with machine learning libraries like PyTorch, TensorFlow, Catboost, scikit-learn, and huggingface.
- Expertise with large scale distributed data processing systems such as Hive, Spark, Airflow, or Databricks.
- Experience owning the full lifecycle of customer-facing machine learning models, from offline experimentation to online deployment.
Nice to have
- A Master's degree + 3 yrs or BS with a minimum of 5 yrs of experience (preferably in large consumer tech companies).
- Prior experience or curiosity with generative AI.
Culture & Benefits
- Be part of a company that's reshaping an industry and helping more people make home a reality.
- Innovative, inclusive, and engaging culture where employees are empowered to grow.
- Recognized among the best workplaces in the country.