- Create an engaging experience using language models to guide and understand customer queries
- Learn from customer data and build ranking models to create a personalized search experience
- Use vector embedding search and information retrieval techniques to find relevant data
- Scale the systems to handle 1 billion searches per day and be highly performant
- Manage cost vs performance tradeoffs and make the systems operationally efficient
- Collaborate with applied scientists and engineers to architect using the right models and tools
- Share your knowledge and effectively communicate your ideas to both technical and non-technical audiences
- Be the focal point for science projects, coordinating deliverables, writing papers, modeling, authoring designs, and creating science plans
- Keep up with the latest advancements in the LLM, Conversational system space, iterate, experiment, and bring the right toolkit
- 5+ years of hands-on experience building ML/AI systems for search advanced information retrieval, ranking, or recommender system
- Expertise in machine learning tools and packages like Scikit-learn, SciPy, Tensorflow, Keras, etc.
- Expertise with large-scale distributed data processing systems such as Hive, Hadoop, Spark, etc.
- Strong SQL skills and experience with data manipulation tools like Pandas, Numpy, etc.
- Familiarity with different Transformer based architectures and their applications
- Expertise in deploying highly scalable, business-critical ML models in production
- Knowledge of Kubernetes-based tools for machine learning like Kubeflow and KServe
- Experience with monitoring and logging tools that integrate with Kubernetes
- Familiar with MLOps best practices and production ML lifecycle management
- Experience with monitoring and logging tools that integrate with Kubernetes
- Fluent in building fine-tuned language models for solving domain-specific problems
- Prior experience with responsible AI development, tuning models for ethical / fairness considerations
-
Machine Learning Engineer
2 hours ago
Liftoff Remote, United Statesis the leading growth acceleration platform for the mobile industry, helping advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps. · Liftoff's solutions, including Accelerate, Direct, Influence, Monetize, Intell ...
-
Machine Learning Engineer
3 days ago
Voxel51 Remote, United States Full timeMachine Learning Engineer · First and most importantly: our mission is to bring transparency and clarity to the world's data. · Our platform, FiftyOne, is where AI work happens. Our enterprise platform is the mission critical linchpin for managing unstructured data, model develop ...
-
Machine Learning Engineer
3 weeks ago
Liftoff Remote, United States Full time· Liftoff is the leading growth acceleration platform for the mobile industry, helping advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps. · Liftoff's solutions, including Accelerate, Direct, Influence, Monet ...
-
Machine Learning Engineer
2 weeks ago
Liftoff Remote, United States Full time· Liftoff is the leading growth acceleration platform for the mobile industry, helping advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps. · Liftoff's solutions, including Accelerate, Direct, Influence, Monet ...
-
Machine Learning Engineer-FSP
1 week ago
Parexel Remote, United StatesWhen our values align, there's no limit to what we can achieve. · We are looking for an experienced Machine Learning engineer with experience in Large Language Model (LLM) application development to join The Product Development Digital Strategy & Enablement team (PD-DSE). In the ...
-
Senior Machine Learning Engineer
1 week ago
ZINC Zillow, Inc. Remote, United States Full timeAbout the team · At Zillow, we're on a mission to give people the power to unlock life's next chapter. We're creating innovative, connected, and equitable solutions to help people move from dreaming to transacting. · Zillow's AI Org plays an important part in delivering unique A ...
-
Senior Machine Learning Engineer
2 weeks ago
Matterport Remote, United States Full timeMatterport, Inc. (Nasdaq: MTTR) is leading the digital transformation of the built world. Our groundbreaking spatial data platform turns buildings into property intelligence data to make nearly every space more valuable and accessible. Millions of buildings in more than 177 count ...
-
Senior Machine Learning Engineer
3 weeks ago
Leidos Remote, United StatesDescription · Looking for the opportunity to work on problems that matter, with colleagues that share your interest and expertise in applied Artificial Intelligence and Machine Learning? · Leidos is looking for a Senior Machine Learning Engineer to apply their expertise in Arti ...
-
Engineering Leader, Machine Learning
1 week ago
Duo Security Remote, United States Full timeWho We Are · The Cisco Security AI team delivers AI products and platform for our portfolio of Cisco secure products so our customers around the world can defend against threats and safeguard the most important aspects of their businesses. We are passionate about making sure our ...
-
Senior Machine Learning Engineer
3 weeks ago
Collectors Remote, United States Full timeCollectors is the leading creator of innovative technology that provides value-added services for collectors worldwide. We grade, authenticate, vault and sell millions of record-setting collectibles, all while modernizing and digitalizing the process to further our mission of hel ...
-
Lead Machine Learning Engineer
1 week ago
Allstate Insurance Company Remote, United StatesThe world isn't standing still, and neither is Allstate. We're moving quickly, looking across our businesses and brands and taking bold steps to better serve customers' evolving needs. That's why now is an exciting time to join our team. You'll have opportunities to take risks, c ...
-
Senior Machine Learning Engineer
1 week ago
Collectors Remote, United States Full timeCollectors is the leading creator of innovative technology that provides value-added services for collectors worldwide. We grade, authenticate, vault and sell millions of record-setting collectibles, all while modernizing and digitalizing the process to further our mission of hel ...
-
Machine Learning Engineer I
4 hours ago
WARNERMEDIA Remote, United States Full timeEvery great story has a new beginning, and yours starts here. · Welcome to Warner Bros. Discovery... the stuff dreams are made of. · Who We Are... · When we say, "the stuff dreams are made of," we're not just referring to the world of wizards, dragons and superheroes, or even to ...
-
Principal Machine Learning Engineer
6 days ago
Zendesk Remote, United States OTHERBy clicking "Apply Now," I understand and agree that Zendesk and its affiliates will collect and process my information in accordance with Zendesk's Candidate Privacy Notice. · Job Description · Zendesk's people have one goal in mind: to make Customer Experience better. Our produ ...
-
Senior Deep Learning Engineer
3 days ago
GE Aerospace Remote, United States Paid WorkJob Description Summary · This position is responsible for designing highly complex modules, critical components or a whole application/product in its entirety. Has the vision to integrate it across multiple systems. This position works independently and is seen as a technical le ...
-
Staff Engineer, Machine Learning
3 weeks ago
VSCO Remote, United States Full timeAbout VSCO · At VSCO, we are on a mission to nurture creativity so that creators can make it. We build tools that enhance the process of photographic expression, offer a community for inspiration and collaboration, and, increasingly help creatives find ways to make a living throu ...
-
Senior Engineering Manager, Machine Learning
2 weeks ago
Dropbox Remote, United States Full timeRole Description · The Dropbox team is growing, and we're looking for an engineering manager to support this growth. In this role, you'll lead a team of engineers to build one of Dropbox's newest AI offerings, Dash. Our team culture rewards a bias for action, engineering partners ...
-
Staff Machine Learning Engineer/Architect
1 week ago
Qualtrics United States (Remote) Full timeAt Qualtrics, we create software the world's best brands use to deliver exceptional frontline experiences, build high-performing teams, and design products people love. But we are more than a platform—we are the creators and stewards of the Experience Management category serving ...
-
Staff Machine Learning Platform Engineer
2 weeks ago
Ontra Remote, United States Full timeOntra is a remote-first company, with access to coworking spaces and offices in a few key cities for employees who may prefer in-person working options. We value connection, investing in opportunities for in-person and virtual gatherings with your Ontra colleagues. · We currentl ...
-
Staff Machine Learning Engineer, Tracking
3 weeks ago
Cruise Remote, United States Full time· We're Cruise, a self-driving service designed for the cities we love. · We're building the world's most advanced self-driving vehicles to safely connect people to the places, things, and experiences they care about. We believe self-driving vehicles will help save lives, reshap ...
Senior Machine Learning Engineer - Remote, United States - Zillow
Description
Job Description
About the teamThe Zillow Group's Search & Conversational AI team helps millions of people search and find the home of their dreams. This team uses AI to help customers express their search queries in natural language and easily navigate to the results to find homes of their dreams. This team drives innovation by providing an engaging, personalized search experience to our customers using ML models and data updated in near real-time. This is a lean, customer-focused team comprising scientists and engineers, working together to deliver a delightful customer experience. We strongly believe in accountability, collaboration, and transparency. The team is now building scalable solutions for a state-of-the-art context-aware conversational AI system to help customers navigate complex real estate journeys.Recently, this team launched Natural Language Search, a first in the real estate industry to transform the way users search for their home. This goes beyond standard filter-based search to enable users to search using queries like "waterfront homes in seattle". The team is in the process of launching the first consumer facing conversational assistant for consumers of Zillow.About the role
Zillow is looking for a Senior Machine Learning engineer to join the Search team. This is a high-impact position that shapes the future of search in the real-estate domain by influencing multiple Zillow Group brands, including Zillow, Trulia, and Street Easy. They will be hands-on in prototyping ideas, conducting analyses, and evaluating and deploying models to Zillow's highly scalable infrastructure platforms.
Zillow is creating a chatbot-based consumer experience using Large Language Models for summarization and response generation. They will lead this development and research.
As an Applied Scientist in the Search team, you will:
As a Machine Learning engineer, you are a roll-up-the-sleeves and get-it-done researcher in machine learning with an understanding of natural language processing fundamentals. We are looking for someone who has:
Zillow is reimagining real estate to make home a reality for more and more people.
As the most-visited real estate website in the United States, Zillow 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 Zillow Group sites every month to start their home search, and now they can rely on Zillow to help make 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 fundamental commitment to Equity and Belonging, and world-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 the standard 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.
Zillow 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, ancestry, religion, sex, national origin, 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 us at
Applicants who receive job offers from Zillow 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 Zillow 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.
