Data Engineer
hace 6 días
WhereTo is a cutting-edge travel technology startup from San Francisco that has evolved into an agile development and design studio within the Flight Centre family. We specialize in building innovative travel solutions used by top companies worldwide, with a singular goal: enhancing business travel experiences.
Our AI-powered travel platform for corporate travel leverages machine learning algorithms to recommend personalized travel options based on a traveler's preferences, company policies, and budget. Our technology also enables real-time travel tracking, reporting, and cost analysis, empowering companies to optimize their travel programs and reduce costs effectively.
About the OpportunityWe are seeking a seasoned Data Engineer with a passion for travel and a track record of leveraging data-driven insights to enhance customer experiences and drive business growth. As a Level III Data Engineer at WhereTo, you will play a pivotal role in shaping the future of travel through data analysis and innovation.
Key Responsibilities- Collaborate with cross-functional teams to identify and define key business problems that can be addressed using data-driven solutions.
- Design and implement advanced analytical models and algorithms to extract meaningful insights from large, complex datasets related to customer behavior, travel trends, and operational efficiency.
- Develop predictive and prescriptive models to optimize pricing strategies, customer segmentation, recommendation systems, and other critical aspects of the travel experience.
- Analyze historical data and real-time data streams to uncover patterns, trends, and anomalies that inform decision-making and contribute to a deeper understanding of our customers.
- Work closely with software engineers and developers to integrate data pipelines, ensuring seamless data collection, storage, and processing using technologies such as data analysis, from data collection and preprocessing to model development, validation, and deployment.
- Communicate findings and insights effectively to both technical and nontechnical stakeholders through data visualizations, reports, and presentations.
- Stay up-to-date with the latest advancements in data science, machine learning, and travel technology to propose innovative solutions that maintain our competitive edge.
- Bachelor's degree or higher in a quantitative field Computer Science, Statistics, Mathematics, Physics) or related experience.
- Strong communication skills required.
- Strong proficiency in programming languages such as Python (required) and (preferred) for data manipulation, analysis, and model development.
- Experience with machine learning techniques, statistical analysis, data mining, and data visualization.
- Proficiency in working with neural networks and deep learning frameworks PyTorch, TensorFlow) to develop and deploy advanced machine learning models.
- Familiarity with travel industry data booking data, customer profiles, location data) is a plus.
- Expertise in working with databases such as PostgreSQL and Druid, data warehouses, and data processing frameworks.
- Excellent problem-solving skills and the ability to work independently and collaboratively in a fast-paced environment.
- Strong communication skills to convey complex technical concepts to various audiences.
- Experience with cloud platforms AWS, Azure, GCP) and big data technologies Hadoop, Spark) is a plus.
- Publications, patents, or contributions to the data science community are a strong advantage.
- Understanding of Large Language Models (LLM) architecture and prompting techniques is a bonus.
As a Level III Data Engineer at FCM Travel, we offer an attractive salary range of $140,000 - $180,000 per annum, depending on experience and qualifications. In addition to a competitive salary, we provide excellent benefits, including a generous bonus structure, comprehensive health insurance, retirement plan matching, paid time off, and opportunities for professional growth and development.
At FCM Travel, we understand that our people are our most valuable asset, and we strive to create a dynamic and inclusive work environment that fosters collaboration, creativity, and innovation. If you are passionate about data analysis and have a desire to shape the future of travel, we encourage you to apply for this exciting opportunity.
#LI-DB1#WTO#LI-Hybrid
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