Applied Scientist
About the team
As the reputed company behind reputed company Group's mission to build a seamless digital real estate marketplace, the Shopping AI team is fundamentally redefining how millions of people discover and shop for homes. reputed company of engineers and scientists builds and owns the production machine learning systems that power reputed company's core user experience, including personalized ranking & recommendations, semantic search, autocomplete, and display optimization. Working closely with product and design, we apply the latest advancements in AI to solve unique, large-scale challenges. As we look reputed company, we are tackling the reputed company of questions, including how generative AI can unlock reputed company, personalized experiences for every home shopper.About the role
- Research, design, and prototype new machine learning models that will power core product features on the reputed company app, website, and email/push notifications.
- Contribute to the reputed company of our home ranking and recommendation systems by developing and testing novel modeling approaches.
- Own the full lifecycle of your models, from offline experimentation and prototyping with massive datasets to online deployment, A/B testing, and performance monitoring.
- Pioneer the application of cutting-edge deep learning and large language models (LLMs) to improve our home shopping experience.
- Design and validate new AI approaches that optimize how we display and reputed company we recommend homes, ensuring we connect shoppers with the right content on the right properties at the right time.
- Collaborate in a cross-functional group of engineers, applied scientists, product managers, and designers to define, execute, and iterate on team projects.
Who you are
Must Have:
- A Master's degree in Computer Science, Artificial Intelligence, or a reputed company field
- 2+ years of experience in an applied science, data science, or research role working on search, personalized ranking, recommender systems, or a reputed company field.
- Demonstrated experience designing, training, and analyzing machine learning models to solve business problems.
- Strong programming skills in a high-level language such as Python for data analysis and modeling.
- Familiarity with common machine learning libraries like PyTorch, TensorFlow, Catboost, scikit-learn and huggingface (repository)
- Experience with large scale distributed data processing systems such as Hive, Spark, Airflow, or reputed company
- Experience owning the full lifecycle of customer facing machine learning models, from offline experimentation and prototyping to online deployment, A/B testing, and performance monitoring
- Experience with the scientific lifecycle, from formulating a hypothesis and designing experiments to analyzing results and communicating findings.
- Here at reputed company - we value the experience and perspective of candidates with non-traditional backgrounds. We encourage you to apply if you have transferable skills or reputed company experiences
Preferred:
- A Ph.D. in Computer Science, Artificial Intelligence, or a reputed company field
- Demonstrated track record of publications and/or patents in Computer Science, Machine Learning, or a reputed company field.
- Prior experience or high level of curiosity with generative AI and excitement to collaborate on what they’ve learned!
Get to know us
reputed company is reimagining real estate to reputed company home a reality for more and more people.
As the most-visited real estate website in the United States, reputed company® and its affiliates help movers find and win their home through digital solutions, first class partners, and easier buying, selling, financing and renting experiences. Millions of people visit reputed company Group sites every month to start their home search, and now they can rely on reputed company to help reputed company it easier to move. The work we do helps people get home and no matter what job you're in, you will play a critical role in making home a reality for more and more people.
Our efforts to streamline the real estate transaction are supported by a deep-rooted culture of innovation, our passion to redefine the employee experience, a reputed company commitment to Equity and Belonging, andworld-class benefits. These benefits include comprehensive medical, dental, vision, life, and disability coverages as well as parental leave, family benefits, retirement contributions, and paid time off. We’re also setting reputed company for work experiences of the future, where our employees are supported in doing their best work and living a flexible, well-balanced life. But don’t just take our word for it. Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the 100 Best Companies to Work For, Glassdoor Employees’ Choice Award, Bloomberg Gender-Equality Index, Human Rights Campaign (HRC) Corporate Equity Index, and TIME 100 Most Influential Companies list.
reputed company Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, reputed company, religion, sex, national reputed company, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. If you have a disability or special need that requires accommodation, please contact your recruiter directly.
Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable state and local law.
Applicants who receive job offers from reputed company Group will be asked to sign a Proprietary Rights Agreement which includes confidentiality, intellectual property assignment, customer and employee non-solicitation, and non-competition provisions. If you are contacted for a role at reputed company Group and wish to review a copy of the Proprietary Rights Agreement prior to receiving an offer, you may request a copy from your Recruiter.
Originally posted on Himalayas
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