Data Engineer

hace 2 semanas

Madrid, Madrid, España Dyrdek Machine, Llc A tiempo completo

About Dyrdek Machine, Llc

Dyrdek Machine, Llc is a leading business travel startup that has evolved into a cutting-edge development and design studio. We specialize in building innovative travel solutions for large corporations, with a mission to make business travel better for everyone.

About the Role

We 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, 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.
  • Lead the end-to-end process of data analysis, from data collection and preprocessing to model development, validation, and deployment.
  • Communicate findings and insights effectively to both technical and non-technical 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.

Requirements

  • Bachelor's degree or higher in a quantitative field (e.g., Computer Science, Statistics, Mathematics, Physics) or related experience.
  • Minimum of 4 years of experience as a Data Engineer, Data Scientist, or in a similar role, with a proven track record of delivering impactful data-driven solutions.
  • 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 (e.g., PyTorch, TensorFlow) to develop and deploy advanced machine learning models.
  • Familiarity with travel industry data (e.g., 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 (e.g., AWS, Azure, GCP) and big data technologies (e.g., Hadoop, Spark) is a plus.
  • Understanding of Large Language Models (LLM) architecture and prompting techniques is a bonus.

What We Offer

  • A competitive salary and benefits package.
  • The opportunity to work with a talented team of professionals in the travel industry.
  • A dynamic and fast-paced work environment.
  • The chance to work on cutting-edge projects and technologies.
  • Professional development opportunities.

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