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Machine Learning Engineer (Bangkok based, relocation provided)

About Agoda

Agoda is an online travel booking platform for accommodations, 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+ 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.

Get to Know Our Team

The Data department oversees all of Agoda’s data-related requirements. Our
ultimate goal is to enable and increase the use of data in the company through
creative approaches and the implementation of powerful resources such as
operational and analytical databases, queue systems, BI tools, and data
science technology. 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’s culture of
diversity and experimentation. The role the Data team plays at Agoda is
critical as business users, product managers, engineers, 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 Data department, but also the reward.

The Opportunity

In this role, you are expected to be able to adapt and deal with scalability,
real time engineering and machine learning. You will mostly work with Spark
and Python, but new technologies and languages are always incoming. Tasks
include building real time microservices, ML models, streaming and batch
processes that can handle a large amount of data. Data is your best friend,
you need to investigate and analyze it in order to find insights and solve
problems that can arise from massive parallelism and distributed systems.

In This Role, You’ll Get to

* Design and build new data pipelines from scratch, all the way to deploying them to production
* Research and solve real world, large scale problems through ideation and development
* Participate in cutting edge research in machine learning applications
* Improve scalability, speed and performance of ML models and processes

What You’ll Need To Succeed

* 3+ years of software development experience
* Experience in one or more object-oriented languages, including Scala, Python, Java or C++
* Understanding of fundaments of stats and desire to learn the details of custom machine learning algorithms
* Adherence to data driven development where decisions are based on data and A/B experimentation
* Experience working in an agile environment using test driven methodologies

It’s Great If You Have

* Academic or working experience in Machine Learning or Artificial Intelligence
* Experience working with Apache Spark, TensorFlow, Caffe, Torch, Theano, or Scikit-Learn
* Experience building large-scale distributed products
* Passionate about functional programming

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tbilisi #berlin #athens #hongkong #budapest #jakarta #dublin #telaviv #milan

rome #tokyo #vancouver #shanghai #beijing #shenzhen #marrakech #wroclaw

taipei #ENG #IT #4

Equal Opportunity Employer

At 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’s 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.

מספר משרה: 8721

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