Senior/Staff Machine Learning Engineer - Bidding

In this role at Agoda, you will play a crucial part in the Engineering department, where the primary focus is on ML and software-related requirements. Your responsibilities will include: - Leading the team technically to enhance scalability, stability, accuracy, speed, and efficiency of existing ML systems and processes. - Building, administering, and scaling ML processing pipelines. - Navigating the technology stack including Python3, Scala Spark, scripting (Bash/Python), Hadoop, SQL, S3, etc. - Understanding internals of ML models such as LightGBM, Random Forest, CNN, Regression models, etc. - Designing, building, testing, and deploying new libraries, frameworks, or full systems for core systems while maintaining high standards of testing and code quality. - Working with experienced engineers and product owners to automate large-scale data management/analysis tasks. To succeed in this role, you'll need: - A Bachelor's degree in computer science/information systems/engineering or a related field. - 6+ years of experience in software engineering with a minimum of 4+ years in ML. - Expertise in SQL, Python3, and JVM based programming language (Java or Scala). - Proficiency in software design/patterns, functional programming, and object-oriented programming. - Strong analytical problem-solving capabilities and an engineering-driven mindset. It would be beneficial if you have experience with: - Hadoop ecosystems and Big Data architecture. - Working with Open-source products. - Scala development. - Agile environment using test-driven methodologies. - Systems administration skills in Linux. Agoda offers a range of benefits including a Hybrid Working Model, WFH Set Up Allowance, Employee discounts for accommodation globally, Global team of 90+ nationalities, Benevity Subscription for employee donations, and more. Agoda is an Equal Opportunity Employer committed to providing equal employment opportunity regardless of various legally protected characteristics. Please note that Agoda does not accept unsolicited third-party or agency submissions. Your application will be kept on file for future vacancies and you can request to have your details removed if needed. In this role at Agoda, you will play a crucial part in the Engineering department, where the primary focus is on ML and software-related requirements. Your responsibilities will include: - Leading the team technically to enhance scalability, stability, accuracy, speed, and efficiency of existing ML systems and processes. - Building, administering, and scaling ML processing pipelines. - Navigating the technology stack including Python3, Scala Spark, scripting (Bash/Python), Hadoop, SQL, S3, etc. - Understanding internals of ML models such as LightGBM, Random Forest, CNN, Regression models, etc. - Designing, building, testing, and deploying new libraries, frameworks, or full systems for core systems while maintaining high standards of testing and code quality. - Working with experienced engineers and product owners to automate large-scale data management/analysis tasks. To succeed in this role, you'll need: - A Bachelor's degree in computer science/information systems/engineering or a related field. - 6+ years of experience in software engineering with a minimum of 4+ years in ML. - Expertise in SQL, Python3, and JVM based programming language (Java or Scala). - Proficiency in software design/patterns, functional programming, and object-oriented programming. - Strong analytical problem-solving capabilities and an engineering-driven mindset. It would be beneficial if you have experience with: - Hadoop ecosystems and Big Data architecture. - Working with Open-source products. - Scala development. - Agile environment using test-driven methodologies. - Systems administration skills in Linux. Agoda offers a range of benefits including a Hybrid Working Model, WFH Set Up Allowance, Employee discounts for accommodation globally, Global team of 90+ nationalities, Benevity Subscription for employee donations, and more. Agoda is an Equal Opportunity Employer committed to providing equal employment opportunity regardless of various legally protected characteristics. Please note that Agoda does not accept unsolicited third-party or agency submissions. Your application will be kept on file for future vacancies and you can request to have your details removed if needed.