
Senior Machine Learning Engineer, Trust
2 weeks ago
Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.
Senior Machine Learning Engineer, Trust & Safety
Airbnb was born in 2007 when two Hosts welcomed three guests to their San Francisco home, and has since grown to over 4 million Hosts who have welcomed more than 1 billion guest arrivals in almost every country across the globe. Every day, Hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.
The Community You Will Join:
As a Senior Machine Learning Engineer you are eager to understand complex systems top to bottom and thrive working across technologies and codebases.
What is the Trust team at Airbnb?
Everyone at Airbnb thinks about trust, but our team obsesses over it daily. At the core of trust is safety, and thus we spend a significant amount of our time and energy keeping the community safe. The Trust team is responsible for protecting our community and platform from fraud while also ensuring our hosts, guests, homes, and experiences meet our high standards. We constantly work to fight against online fraud (such as monetary loss, compromised accounts, spam and scam in messages, fake inventory, etc.) as well as offline fraud (theft, property damage, personal safety, etc.). We also work on onboarding and screening of users, and think about complex topics like identity and reputation to ensure that every interaction with Airbnb helps build trust in us and our community. Trust Engineering is responsible for the technology vision and development of a complex stack that runs on every key interaction on the platform.
A Typical day:
Your contributions take a variety of shapes:
- Work with large scale structured and unstructured data, build and continuously improve cutting edge Machine Learning models for Airbnb product, business and operational use cases.
- Work collaboratively with cross-functional partners including software engineers, product managers, operations and data scientists, identify opportunities for business impact, understand, refine, and prioritize requirements for machine learning models, drive engineering decisions, and quantify impact.
- Work closely with other trust defense and platform teams to tackle the changing landscape of fraud attacks.
- Hands-on develop, productionize, and operate Machine Learning models and pipelines at scale, including both batch and real-time use cases.
- Examples include: Anomaly detection models, ML models for continuous risk evaluation.
Your Expertise:
- 6+ years of industry experience in applied Machine Learning, inclusive BE/Btech or PhD in relevant fields
- Strong programming (Scala / 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. gradient boosted trees, neural networks/deep learning, optimization) and domains (eg. natural language processing, computer vision, personalization and recommendation, anomaly detection)
- Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent), data warehouse (eg. Hive)
- Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models
- Exposure to architectural patterns of a large, high-scale software applications (e.g., well-designed APIs, high volume data pipelines, efficient algorithms, models)
- Experience with test driven development, familiar with A/B testing, incremental delivery and deployment.
- Experience with the Trust and Risk domain is a plus.
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.
-
Senior Machine Learning Engineer
4 days ago
Bengaluru, Karnataka, India Salt Full timeMy client is a leading technology services and consulting company focused on building innovative solutions that addresses the most complex digital transformation needs.Role: Senior Machine Learning EngineerJob DescriptionSeeking a highly skilled and versatile Senior Machine Learning Engineer who embodies the rare combination of a strong software engineer, a...
-
Senior Machine Learning Engineer
1 day ago
Bengaluru, Karnataka, India Salt Full timeMy client is a leading technology services and consulting company focused on building innovative solutions that addresses the most complex digital transformation needs. Role: Senior Machine Learning Engineer Job Description Seeking a highly skilled and versatile Senior Machine Learning Engineer who embodies the rare combination of a strong software...
-
Senior Machine Learning Engineer
3 days ago
Bengaluru, Karnataka, India A.P. Moller - Maersk Full time ₹ 15,00,000 - ₹ 20,00,000 per yearA.P. Moller – Maersk is the global leader in container shipping services. The business operates in 130 countries and employs c. 80,000 staff. An integrated container logistics company, Maersk aims to connect and simplify its customers' supply chains. We're looking for a driven Senior Machine Learning Engineer to develop groundbreaking solutions in...
-
Senior Machine Learning Engineer
2 days ago
Bengaluru, Karnataka, India DNEG Full time ₹ 1,04,000 - ₹ 1,30,878 per yearBrahma is a pioneering enterprise AI company developing Astras, AI-native products built to help enterprises and creators innovate at scale. Brahma enables teams to break creative bottlenecks, accelerate storytelling, and deliver standout content with speed and efficiency. Part of the DNEG Group, Brahma brings together Hollywood's leading creative...
-
Machine Learning Engineer
5 days ago
Bengaluru, Karnataka, India Saarthee Full timeAbout Saarthee:Saarthee is a Global Strategy, Analytics, Technology and AI consulting company, where our passion for helping others fuels our approach and our products and solutions. Our diverse and global team work with one objective in mind: Our Customers' Success. At Saarthee, we are passionate about guiding organizations towards insights fueled success....
-
Machine Learning Engineer
21 hours ago
Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 15,70,000 - ₹ 25,15,000Job Title: Machine Learning EngineerWe are seeking an experienced Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for designing, developing, and deploying machine learning models that can solve complex business problems.Responsibilities:Design and develop machine learning models using linear regression,...
-
Machine Learning Engineer
2 days ago
Bengaluru, Karnataka, India beBeeData Full time ₹ 1,00,00,000 - ₹ 2,00,00,000Machine Learning Engineering Opportunity About the Role:We are seeking an experienced Machine Learning Engineer to join our team. As a key member of our engineering organization, you will be responsible for designing and implementing scalable machine learning workflows using frameworks like TensorFlow, PyTorch, and Scikit-learn. Key Responsibilities:Design...
-
Machine Learning Engineer
3 weeks ago
Bengaluru, Karnataka, India Spydra Full timeJob DescriptionJob Summary:We are seeking a talented and motivated Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. You will be responsible for designing, developing, and deploying machine learning models and systems that drive our products...
-
Machine Learning Engineer
2 weeks ago
Bengaluru, Karnataka, India Saarthee Full timeAbout Saarthee:Saarthee is a Global Strategy, Analytics, Technology and AI consulting company, where our passion for helping others fuels our approach and our products and solutions. Our diverse and global team work with one objective in mind: Our Customers' Success. At Saarthee, we are passionate about guiding organizations towards insights fueled success....
-
Senior Machine Learning Professional
8 hours ago
Bengaluru, Karnataka, India beBeeMachineLearningEngineer Full time ₹ 1,70,00,000 - ₹ 2,15,00,000Are you a skilled Machine Learning Engineer looking for a new challenge? We are seeking an experienced professional to join our team as a Senior Machine Learning Engineer.Main Responsibilities:Develop and deploy high-quality machine learning models to drive business growth and improve customer experience.Collaborate with data scientists and engineers to...