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    Data Scientist - Los Angeles, CA, United States - FLYR

    FLYR
    FLYR Los Angeles, CA, United States

    3 weeks ago

    Default job background
    Full time
    Description

    FLYR is focused on the relentless application of advanced and intuitive technologies that help transportation leaders unlock their ultimate potential.

    FLYR is a technology company that is purpose-built for the travel industry.

    Leveraging deep learning, an advanced form of AI, FLYR is helping airlines, cargo, and hospitality businesses around the globe elevate their results.

    With FLYR, businesses are able to improve revenue performance and modernize the e-commerce experience through accurate forecasting, automation, and analytics.

    FLYR is on a mission to build the modern AI-enabled operating system for airlines. An important part of this mission is to develop a context-aware and data-driven revenue optimization system.

    In this role, you will work on neural network based pricing and forecasting models to improve the performance of FLYR's revenue management product.

    Airline revenue management is a complex field with many legacy applications and is in much need of disruption. Successful outcomes will make a significant contribution to the state-of-the-art and empower airlines around the world to better compete.
    We are a customer-centric and product-focused data science organization. S. and the ideal candidate will be able to join us in our San Francisco office.
    Work with product and data science management to develop key results for given product objectives.
    Work with other technical product owners, lead data scientists and data science managers to develop technical solutions.
    Act as a technical lead on projects aiming to improve performance of core pricing models and deliver results.
    In-depth understanding of machine learning and artificial neural networks.
    ~5+ Years experience as a Machine Learning Scientist, Data Scientist, or equivalent building decision or prediction systems at industrial scale.
    ~2+ Years experience in applying artificial neural networks to prediction/regression problems at industrial scale.
    ~ Demonstrated ability to iteratively improve artificial neural network models through methodical experimentation.
    ~ Strong software engineering skills and demonstrated ability to build enterprise-grade ML applications.
    ~ Demonstrated ability to develop a solid understanding of the business domain and its relation to model/system performance.
    ~ Strong data analysis skills and willingness to dive deep into data to identify root causes and drivers.
    ~ Demonstrated ability to provide guidance to junior engineers and scientists in technical areas.

    Exposure to time-series analysis and forecasting.
    Experience working with Google Cloud Platform and Vertex AI.
    Generous PTO policy and flexible working arrangements
    ~Free breakfast/Lunch (in-office)
    ~We strive to create an environment of inclusion and even more importantly, belonging, where psychological safety, empathy, and human connection are at the center of our leadership principles. FLYR provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, gender identity, sex, sexual orientation, national origin, age, physical or mental disability, genetics, marital or veteran status. In addition to federal law requirements, FLYR complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company operates.
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