Senior Software Engineer(AI/ML), Trust

Airbnb; Bengaluru; On-site; INR 4,500,000 - 6,500,000; Full time

Job summary

Airbnb is seeking a Senior Software Engineer (AI/ML) in India to strengthen Trust defenses. You will build scalable ML systems, collaborate with cross-functional teams, and tackle online and offline risk challenges with scalable AI/ML solutions.

You will work on productionizing AI pipelines, improving observability, and mentoring others in a fast-growing environment within a leading tech platform for global hosts and guests.

Qualifications

• 7+ years of industry experience in backend/platform engineering (or equivalent).
• Strong programming experience in Python/Java and solid data structures/algorithms.
• Understanding of ML best practices and related domains.
• Experience with 3+ technologies from TensorFlow, PyTorch, Kubernetes, Spark, Airflow/Kubeflow, Kafka/Spark/Ray, Hive.
• Experience in building observability for AI systems with metrics/logging/traces and SLOs.
• Experience with end-to-end ML infra and productionizing ML models is a plus.
• Experience in large tech product companies solving real world problems.
• Exposure to architectural patterns of large-scale software applications.
• Familiar with test-driven development, A/B testing, and incremental deployment.
• Experience in Trust and Risk domain is a plus.

Responsibilities

• Work with large-scale structured and unstructured data to build ML systems and product integrations.
• Collaborate with engineers, PMs, operations, and data scientists to define requirements and quantify impact.
• Tackle evolving fraud and risk challenges with scalable AI/ML solutions.
• Productionize and operate AI/ML solutions and pipelines at scale (batch and real-time).
• Mentor and grow a strong AI/ML culture within the team.

Skills

Python

Java

DSA

ML concepts

NLP

CV

Personalization

Recommendation systems

AB testing

API design

Observability

Education

BE/B.Tech in CS

Tools

TensorFlow

PyTorch

Kubernetes

Spark

Airflow

Kubeflow

Kafka

Hive

Ray

Job description

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 Software Engineer(AI/ML),Trust - India

The Community You Will Join:

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.

The Difference You Will Make:

As part of the Trust Engineering team, you will work in a team of talented software engineers to help us build intuitive & delightful experiences, strengthen our current offerings, and deliver new products to strengthen our Trust defenses. You will play a significant role in shaping the technical vision and delivering flexible, efficient and scalable solutions to stay on top of the ever evolving attack vectors and make Airbnb the most safe and trusted community. There are still many unsolved problems to tackle in both online and offline risk, and we're looking for talented engineers to solve these challenges with us.

A Typical Day:

• Work with large scale structured and unstructured data, build and continuously improve novel ML systems, product integrations, and performance optimizations 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 AI/ML 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 productionize, and operate AI/ML solution and pipelines at scale, including both batch and real-time use cases.
• Lead, mentor, challenge and grow enthusiastic, collaborative AI/ML culture within the organization

Your Expertise:

• 7+ years of industry experience in backend/platform engineering (or equivalent) with BE/B.tech, preferably in CS, or equivalent qualification (experience in applied Machine Learning is a plus).
• Strong programming (Python / Java or equivalent), DSA plus solid data engineering foundations.
• Understanding of ML 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, orchestration (Airflow/Kubeflow), streaming/processing (Kafka/Spark/Ray), data warehouse (eg. Hive)
• Experience in building observability for AI systems (metrics/logging/traces), with automated alerting, dashboards, and SLO management.
• Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models is a plus.
• Must have experience working in large tech product companies solving real world problems.
• 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: [e-mail]. 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.

How We’ll Take Care Of You:

Our job titles may span more than one career level. The actual base pay is dependent upon many factors, such as: training, transferable skills, work experience, business needs and market demands. The base pay range shown below is annualized, is inclusive of allowances and is subject to change and may be modified in the future. This role may also be eligible for bonus or incentives, one or more equity programs, benefits, and Employee Travel Credits.

India Annual Pay Range

₹4,500,000—₹6,500,000 INR