Job Description

About AgodaAgoda is an online travel booking platform for accommodations, flights, and more. We build and deploy cutting-edge technology that connects travelers with more than 3.6 million accommodations globally. Based in Asia and part of Booking Holdings, our 6,000+ employees representing 90+ nationalities foster a work environment rich in diversity, creativity, and collaboration. We innovate through a culture of experimentation and ownership, enhancing the ability for our customers to experience the world.Our Purpose - Bridging the World Through TravelWe believe travel allows people to enjoy, learn and experience more of the amazing world we live in. It brings individuals and cultures closer together, fostering empathy, understanding and happiness.We are a skillful, driven and diverse team from across the globe, united by a passion to make an impact. Harnessing our innovative technologies and strong partnerships, we aim to make travel easy and rewarding for everyone.Agoda is an online travel booking platform for accommodation, flights, and more. We build and deploy cutting edge technology that connects travelers with more than 2.5 million accommodations globally. Based in Asia and part of Booking Holdings, our 4,000+ talents coming from 90+ different nationalities foster a work environment rich in diversity, creativity, and collaboration. We innovate through a culture of experimentation and ownership, enabling our customers to experience the world.Get to Know Our TeamThe Engineering department oversees all Agoda\xe2\x80\x99s ML and software related requirements. Our goal is to enable and increase Agoda\xe2\x80\x99s business through creative approaches and the implementation of powerful resources such as operational and analytical databases, ML driven solutions, queue systems and data monitoring tools. We hire the brightest minds from around the world to take on this challenge and equip them with the knowledge and tools that contribute to their personal growth and success while supporting our company\xe2\x80\x99s culture of diversity and experimentation. The role the engineering team plays at Agoda is critical as business users, product managers, and many others rely on us to empower their decision making. We are equally dedicated to our customers by improving their search experience with faster results and protecting them from any fraudulent activities. Data is interesting only when you have enough of it, and we have plenty. This is what drives up the challenge as part of the ML engineering squad, but also the reward. We work across structured and non-structured data at scale. For example, our current ML models process millions of images every day to try and enhance the experience that our users get from our app.Why Agoda Engineering Team (ML role)?Our engineering teams are at the intersection of business analytics, ml engineering, data warehousing and software engineering. Our job involves dealing with distributed systems, stream processing, ml modeling and computation at tens of PB Scale. We focus on software engineering related to data replication, storage, centralized computation, and Data API\xe2\x80\x99s. By providing our users with ML products/tools, shared frameworks, and ML services, we enable our company to validate strategic decisions, make smarter choices, and react to the fast-changing world. We are a small but passionate team with people from different nationalities working together on a single goal.In this Role, you will get to:

• Lead the team technically in improving scalability, stability, accuracy, speed and efficiency of our existing ML systems and processes.\xe2\x80\xa2 Build, administer and scale ML processing pipelines.\xe2\x80\xa2 Be comfortable navigating the following technology stack: Python3, Pyspark, scripting (Bash/Python), Hadoop, SQL, S3 etc.\xe2\x80\xa2 Should be able to understand internals of ML models such as Random Forest, CNN, Regression models, etc\xe2\x80\xa2 Design, build, test and deploy new libraries, frameworks or full systems for our core systems while keeping to the highest standards of testing and code quality.\xe2\x80\xa2 Work with experienced engineers and product owners to identify and build tools to automate many large-scale data management / analysis tasks.\xe2\x80\xa2 We believe in end-to-end ownership; this role will involve taking ML models to production at a scale.What You\xe2\x80\x99ll need to Succeed:

• Bachelor\xe2\x80\x99s degree in computer science /information systems/engineering/related field\xe2\x80\xa2 8+ years of experience in software engineering with a minimum of 4+ years in ML\xe2\x80\xa2 Good experience in Pyspark\xe2\x80\xa2 Expert level understanding of Python with design patterns and object-oriented programming.\xe2\x80\xa2 Experience debugging and reasoning about production issues is desirable.\xe2\x80\xa2 A good understanding of data architecture principles preferred.\xe2\x80\xa2 Any other experience with Big Data technologies / tools\xe2\x80\xa2 SQL experience\xe2\x80\xa2 Analytical problem-solving capabilities & experience.\xe2\x80\xa2 Systems administration skills in Linux\xe2\x80\xa2 A strong engineering driven mindset will be required to succeed in this role.

It\xe2\x80\x99s great if you have:

• Good understanding of Hadoop ecosystems\xe2\x80\xa2 Experience working with Open-source products\xe2\x80\xa2 Experience with Scala development\xe2\x80\xa2 Working in an agile environment using test driven methodologies

#newdelhi #bangalore #bangalore #delhi #hyderabad #pune #gurgaon #noida #hyderabad #bengaluruEqual Opportunity EmployerAt Agoda, we pride ourselves on being a company represented by people of all different backgrounds and orientations. We prioritize attracting diverse talent and cultivating an inclusive environment that encourages collaboration and innovation. Employment at Agoda is based solely on a person\xe2\x80\x99s merit and qualifications. We are committed to providing equal employment opportunity regardless of sex, age, race, color, national origin, religion, marital status, pregnancy, sexual orientation, gender identity, disability, citizenship, veteran or military status, and other legally protected characteristics.We will keep your application on file so that we can consider you for future vacancies and you can always ask to have your details removed from the file. For more details please read our privacy policy.To all recruitment agencies: Agoda does not accept third party resumes. Please do not send resumes to our jobs alias, Agoda employees or any other organization location. Agoda is not responsible for any fees related to unsolicited resumes.

Agoda