Machine Learning Engineer II - Promotions Optimization

Requirements

• Bachelor’s or master’s degree in computer science, Engineering, Statistics, or a related field
• Minimum of 5 years of experience as a Machine Learning Engineer or a similar role
• Strong programming skills in Python (Additional knowledge in Java, Perl and Scala are an advantage)
• Experience with cloud frameworks like AWS sagemaker and training models such as using TensorFlow, PyTorch, lightgbm or scikit-learn
• Experience with data at scale using MySQL, Pyspark, Airflow, Snowflake and similar frameworks
• Proficiency in data manipulation, analysis, and visualization using tools like NumPy, pandas, matplotlib and BI tools
• Proficient knowledge of machine learning algorithms, statistical models, optimization and data structures
• Experience with experimental design, causal inference, A/B testing, and evaluation metrics for ML models
• Experience working on products that impact a large customer base is an advantage
• Excellent communication in English; written and spoken

What You'll Be Doing

• Model evaluation and optimization
• Data pre-processing and analysis
• Building machine learning models
• Deployment and integration
• Collaborating with multidisciplinary teams

Perks & Benefits

• Annual paid time off, generous paid leave scheme
• Hybrid working, flexible arrangements, and up to 20 days per year working from abroad
• Industry leading product discounts, including automatic Genius Level 3 status and Booking.com wallet credit
• Diversity, Equity & Inclusion initiatives