Agoda

Agoda is an online travel agency that specializes in providing a vast selection of accommodation options worldwide, ensuring customers access to competitive pricing and a user-friendly booking experience.

Consumer Services

Consumer Discretionary

10K-50K (21600)

Founded 2005

40 open positions

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Staff Machine Learning Engineer (India based, relocation provided)

1 month, 4 weeks ago

India

Full-time

Lead

Machine Learning Engineer

Software Development

Agile Apache Spark AWS Bash Hadoop Linux Machine Learning Python Random Forest Scala SQL

Apply Now

Agoda

Consumer Services

10K-50K

Founded 2005

View All Jobs 40

Description

Lead technical improvements to the scalability, stability, accuracy, speed, and efficiency of existing ML systems and processes.
Build, administer, and scale ML processing pipelines.
Design, build, test, and deploy new libraries, frameworks, or full systems for core platforms.
Work with experienced engineers and product owners to automate large-scale data management and analysis tasks.
Take ML models to production at scale and support end-to-end ownership of ML systems.
Collaborate across engineering, product, and business stakeholders to support decision-making tools and ML services.
Operate across structured and unstructured data at scale, including systems that process millions of images daily.
Support software engineering work related to data replication, storage, centralized computation, and data APIs.

Requirements

Bachelor’s degree in computer science, information systems, engineering, or a related field.
8+ years of experience in software engineering, including at least 4+ years in machine learning.
Strong experience with PySpark.
Expert-level Python knowledge, including design patterns and object-oriented programming.
Comfort navigating Python 3, Bash/Python scripting, Hadoop, SQL, and S3.
Understanding of ML model internals such as Random Forest, CNN, and regression models.
Experience debugging and reasoning about production issues is desirable.
Good understanding of data architecture principles is preferred.
Experience with Big Data technologies and tools.
SQL experience and Linux systems administration skills.
Analytical problem-solving capability and a strong engineering mindset.
Good understanding of the Hadoop ecosystem (preferred).
Experience working with open-source products (preferred).
Experience with Scala development (preferred).
Experience working in an agile environment using test-driven methodologies (preferred).

Benefits

Hybrid working model.
WFH setup allowance.
30 days of remote work from anywhere globally each year.
Employee discount on accommodation globally.
Annual CSR / volunteer time off.
Free Headspace subscription.
Free Odilo and Udemy subscriptions.
Access to an Employee Assistance Program for personal and workplace support.
Enhanced parental leave.
Life, TPD, and accident insurance.

Interested in this position?

Apply directly on the company website

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