ThailandSenior/Staff Machine Learning Engineer - Bidding (Bangkok based, relocation provided)
2 мес. назад
ThailandWorldwideLeadOnsite
machine learningpython
Senior/Staff Machine Learning Engineer role focused on bidding systems based in Bangkok with relocation provided.
Обязанности
- Lead the team technically in improving scalability, stability, accuracy, speed and efficiency of our existing ML systems and processes. Build, administer and scale ML processing pipelines.
- Be comfortable navigating the following technology stack: Python3, Scala Spark, scripting (Bash/Python), Hadoop, SQL, S3 etc.
- Should be able to understand internals of ML models such as LightGBM, Random Forest, CNN, Regression models, etc
- 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.
- Work with experienced engineers and product owners to identify and build tools to automate many large-scale data management / analysis tasks.
- We believe in end-to-end ownership; this role will involve taking and building systems that enable us to deliver ML models to production at a scale.
Будет плюсом
- Good understanding of Hadoop ecosystems and Big Data architecture and techologies
- Experience working with Open-source products
- Experience with Scala development
- Working in an agile environment using test driven methodologies
- Systems administration skills in Linux
Условия
- Hybrid Working Model
- WFH Set Up Allowance
- 30 Days of Remote Working from anywhere globally every year
- Employee discount for accommodation globally
- Global team of 90+ nationalities
- 40+ offices and 25+ countries
- Annual CSR / Volunteer Time off
- Benevity Subscription for employee donations
- Volunteering opportunities globally
- Free Headspace subscription
- Free Odilo & Udemy subscriptions
- Access to Employee Assistance Program (third party for personal and workplace support)
- Enhanced Parental Leave
- Life, TPD & Accident Insurance
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Как откликнуться
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Другое
- At , we bridge the world through travel. Our story began in 2005, when two lifelong friends and entrepreneurs, driven by their passion for travel, launched to make it easier for everyone to explore the world.
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- Today, we are part of Booking Holdings [NASDAQ: BKNG], with a diverse team of over 7,000 people from 90 countries, working together in offices around the globe. Every day, we connect people to destinations and experiences, with our great deals across our millions of hotels and holiday properties, flights, and experiences worldwide.
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- No two days are the same at . Data and technology are at the heart of our culture, fueling our curiosity and innovation. If you’re ready to begin your best journey and help build travel for the world, join us.
- Get to Know Our Team The Engineering department oversees all ’s ML and software related requirements. Our goal is to enable and increase ’s 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’s culture of diversity and experimentation. The role the engineering team plays at 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 thei
- Bachelor’s degree in computer science /information systems/engineering/related field 6+ years of experience in software engineering with a minimum of 4+ years in ML
- Expert in SQL, Python3, and JVM based programming language – ie, Java or Scala
- Expert in software design/design patterns, functional programming and object-oriented programming.
- Analytical problem-solving capabilities & experience. A strong engineering driven mindset will be required to succeed in this role.
- Careers
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- At , 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 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 .
- We do not accept any terms or conditions, nor do we recognize any agency’s representation of a candidate, from unsolicited third-party or agency submissions. If we receive unsolicited or speculative CVs, we reserve the right to contact and hire the candidate directly without any obligation to pay a recruitment fee.