Machine Learning Engineer

As a Machine Learning Engineer at Booking.com, you will play a pivotal role in enhancing the travel experience for millions of users

Your responsibilities include developing, training, and deploying advanced machine learning models to tackle complex problems such as fraud detection, personalized recommendations, and optimizing promotional campaigns

You will collaborate closely with machine learning scientists, software engineers, and product managers to translate business challenges into machine learning solutions

Additionally, you will engage in applied research to innovate and evolve new technologies, contributing to the development of reusable models

Work in a multi-disciplined, highly skilled team where you will be developing scalable production-grade data and ML pipelines across the entire ML cycle while working closely with the teams’ applied machine learning scientists

Work primarily with the Google Cloud Platform, utilizing and maintaining the infrastructure for technologies like BigQuery, DataProc, Cloud Composer, Airflow and diverse set of ML frameworks

Be responsible for SLIs/SLOs for ML systems, ensure system and model health, monitor data quality, performance and business impact, and devise mitigation plans

Drive a culture of quality for all ML practitioners, maintain data security, integrity and quality, and make choices over the right technologies and coding methodologies

Identify underlying issues and opportunities across the ML development cycle and introduce tools to be used within and outside the team for efficient development and testing

Continuously evolve your craft, keeping up to date with the latest technologies

Collaborate with relevant ML teams across the company to improve, scale and extend machine learning tooling and infrastructure

Benefits

Health insurance

Free access to Headspace for you and your loved ones

Global Employee Assistance Program

Meditation and Breastfeeding rooms at the office

Booking Cares - 2 days per year to volunteer and learn

Life insurance

Disability insurance

Pension plan

Annual paid time off

Parental leave - 22 weeks

Grandparent leave - 10 days

Care leave - 10 days

Bereavement leave - up to 4 weeks

Anniversary leave

Working from Home Furniture and Ergonomic Support

Working from Abroad - up to 20 days per year

Discounts & Wallet credits to spend on our products

Upgrade to Booking.com Genius Level 3

Friends & Family Booking.com discount vouchers

Free access to online learning platforms

Development and mentorship programs to support career growth

Access to trainings and workshops

Team development opportunities

Local discount programs

Game rooms in offices

On-site meals, coffee and snacks including vegan options

Strong working knowledge of big data retrieval and processing toolsExperience running Machine Learning systems in production is a must, with knowledge on how to generate predictions for ML frameworks with high throughput3+ years of relevant work experience, involved with the application of Machine Learning Engineering to business problems in a commercial environmentDemonstrable experience of multiple machine learning facets, such as working with large data sets, experimentation, scalability and optimizationExperience with data-driven product development: analytics, A/B testing, etcWillingness to learn and understand complex and multidisciplinary business problems and concepts related to booking.com business operations especially in marketing and finance fieldsYou have a ‘can do’ attitude and you act proactively and not reactivelyExperience working in a cloud environment is a plusExcellent English communication skills, both written and verbalBSc or higher in Computer Science, Artificial Intelligence, Software Engineering, or related fieldsStrong skills in coding and problem solving. Proficiency in at least one programming language; preferably Python. Knowledge of Java is a plus

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