Staff Machine Learning Engineer, AI Translation
Job title: Staff Machine Learning Engineer, AI Translation in USA at Airbnb
Company: Airbnb
Job description: The Community You Will Join:As a Staff ML Engineer on the Translation AI team, you will play a critical role in accelerating the development and deployment of Translation AI at Airbnb. Machine Translation is critical to Airbnb, as we operate on a global scale and in the travel domain it is critical to ensure our guests and hosts can communicate across languages effectively.The Difference You Will Make:Translation improves the international guest booking experience, enables seamless communication between hosts and guests, and reduces barriers for global travelers. You'll work directly with product teams to deliver core Translation capabilities to power their product use cases. You'll work closely with the ML Infrastructure engineering team to ensure the efficiency of our machine Translation and co-creating technology that will benefit all AI use cases. Come build the future of AI at Airbnb.A Typical Day:
Collaborate closely with teams across Airbnb-such as Customer Support, Guest & Host Tools, etc. - to deliver powerful machine translation capabilities for the entire company. Partner with teams to identify and prioritize translation-related challenges and opportunities.
Design and implement scalable machine translation models to improve accuracy and reduce cost and latency for Airbnb's global platform.
Develop tooling, pipelines, and low level infrastructure (in collaboration with the ML Infrastructure team) that ensures we have a flexible foundation for machine translation spanning data preparation, evaluation, model selection / training, and inference.
Work with cutting-edge open-source models including Llama, as well as commercial Translation offerings.
Your Expertise:
9+ years of industry experience in applied Machine Learning, inclusive MS or PhD in relevant fields.
Strong programming (Scala / Python / Java / C++ or equivalent) and data engineering skills.
Deep familiarity with machine learning development practices, especially for language modeling & NLP applications.
Prior experience with deploying or supporting production ML systems at large scale - including operational experience on observability, continuous evaluation and improvement, progressive rollouts.
Familiarity with OSS tools and technologies such as: PyTorch, LlamaFactory, HuggingFace, NVidia Triton / TRTLLM, Ray.
Passionate about GenAI with a strong grasp of current trends in LLMs and related technologies. Deep understanding of GenAI models and their strengths/weaknesses, and ability to define the criteria for the right models/technologies to use to balance tradeoffs between quality, cost, performance, ease of operation and extensibility.
Strong communication and cross-team collaboration skills.
You may currently hold titles such as ML Engineer, Applied Scientist, or Data Scientist.
Your Location:This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.Our Commitment To Inclusion & Belonging:Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: . Please include your full name, the role you're applying for and the accommodation necessary to assist you with the recruiting process.We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.
Expected salary:
Location: USA
Apply for the job now!
Apply Now
Company: Airbnb
Job description: The Community You Will Join:As a Staff ML Engineer on the Translation AI team, you will play a critical role in accelerating the development and deployment of Translation AI at Airbnb. Machine Translation is critical to Airbnb, as we operate on a global scale and in the travel domain it is critical to ensure our guests and hosts can communicate across languages effectively.The Difference You Will Make:Translation improves the international guest booking experience, enables seamless communication between hosts and guests, and reduces barriers for global travelers. You'll work directly with product teams to deliver core Translation capabilities to power their product use cases. You'll work closely with the ML Infrastructure engineering team to ensure the efficiency of our machine Translation and co-creating technology that will benefit all AI use cases. Come build the future of AI at Airbnb.A Typical Day:
Collaborate closely with teams across Airbnb-such as Customer Support, Guest & Host Tools, etc. - to deliver powerful machine translation capabilities for the entire company. Partner with teams to identify and prioritize translation-related challenges and opportunities.
Design and implement scalable machine translation models to improve accuracy and reduce cost and latency for Airbnb's global platform.
Develop tooling, pipelines, and low level infrastructure (in collaboration with the ML Infrastructure team) that ensures we have a flexible foundation for machine translation spanning data preparation, evaluation, model selection / training, and inference.
Work with cutting-edge open-source models including Llama, as well as commercial Translation offerings.
Your Expertise:
9+ years of industry experience in applied Machine Learning, inclusive MS or PhD in relevant fields.
Strong programming (Scala / Python / Java / C++ or equivalent) and data engineering skills.
Deep familiarity with machine learning development practices, especially for language modeling & NLP applications.
Prior experience with deploying or supporting production ML systems at large scale - including operational experience on observability, continuous evaluation and improvement, progressive rollouts.
Familiarity with OSS tools and technologies such as: PyTorch, LlamaFactory, HuggingFace, NVidia Triton / TRTLLM, Ray.
Passionate about GenAI with a strong grasp of current trends in LLMs and related technologies. Deep understanding of GenAI models and their strengths/weaknesses, and ability to define the criteria for the right models/technologies to use to balance tradeoffs between quality, cost, performance, ease of operation and extensibility.
Strong communication and cross-team collaboration skills.
You may currently hold titles such as ML Engineer, Applied Scientist, or Data Scientist.
Your Location:This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.Our Commitment To Inclusion & Belonging:Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: . Please include your full name, the role you're applying for and the accommodation necessary to assist you with the recruiting process.We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.
Expected salary:
Location: USA
Apply for the job now!
Apply Now