Talent.com
Senior Machine Learning Engineer, Pricing Optimization

Senior Machine Learning Engineer, Pricing Optimization

MetropolisLos Angeles, California, United States
30+ days ago
Job type
  • Full-time
Job description

The Company

Metropolis is an artificial intelligence company that uses computer vision technology to enable frictionless, checkout-free experiences in the real world. Today, we are reimagining parking to enable millions of consumers to just "drive in and drive out." We envision a future where people transact in the real world with a speed, ease and convenience that is unparalleled, even online. Tomorrow, we will power checkout-free experiences anywhere you go to make the everyday experiences of living, working and playing remarkable - giving us back our most valuable asset, time.

The Role

Metropolis is seeking a Senior Machine Learning Engineer to play a crucial role in developing innovative pricing algorithms tailored to a variety of parking scenarios. Understanding various customer and operational business constraints, we are exploring theoretically grounded approaches to find the right price for our customers. This includes translating complex real-world problems into well-defined mathematical objectives and constraints. The ability to research, develop, and implement large-scale optimization algorithms is crucial for the success of this role.

The right candidate will have a robust background in optimization, forecasting, and causal inference, particularly within pricing applications or closely related fields.  You will be involved in every stage of the ML development pipeline – from data acquisition and ingestion to analysis, prototyping and deployment.  You should be able to thrive and succeed in an entrepreneurial setting, working collaboratively in a fast-paced environment with multiple stakeholders.  You should not be afraid to break new technological ground at Metropolis and need to be more than willing to roll up your sleeves, dig in and get the job done.

Responsibilities

  • Research and develop optimization, machine learning, and statistical models to solve complex pricing challenges.
  • Navigate large and complex datasets to derive insights that inform key algorithmic strategies for pricing.
  • Shepherd models and algorithms from conception to production, ensuring successful and sustainable deployments
  • Communicate ideas and results effectively, verbally and in writing, to a wide range of technical and non-technical audiences.
  • Collaborate closely with cross-functional teams to ensure alignment with organizational objectives and requirements.

Requirements and Qualifications :

  • PhD (strongly preferred) or MS in Operations Research, Statistics, Economics, Computer science or a relevant quantitative discipline.
  • 4+ years of industry experience as a ML scientist, research engineer, or equivalent role.
  • Strong proficiency in Python and SQL for model development and statistical analysis.
  • Proven expertise in implementing and deploying machine learning algorithms related to optimization and forecasting.
  • Experience with large-scale datasets, data warehouses, ETL pipelines, and familiarity with relevant tools and libraries.
  • Proficiency with optimization libraries such as SciPy, CVXPY, or Gurobi.
  • Proficiency in utilizing cloud platforms such as AWS, Azure, or GCP
  • Previous experience working inside innovative, high-growth environments.
  • A proven track record of publications in machine learning or optimization conferences and journals (ICML, ICLR, Neurips, INFORMS, SIAM, etc).
  • When you join Metropolis, you’ll join a team of world-class product leaders and engineers, building an ecosystem of technologies at the intersection of parking, mobility, and real estate. Our goal is to build an inclusive culture where everyone has a voice and the best idea wins. You will play a key role in building and maintaining this culture as our organization grows. The anticipated base salary for this position is $170,000.00 to 210,000.00 annually. The actual base salary offered is determined by a number of variables, including, as appropriate, the applicant's qualifications for the position, years of relevant experience, distinctive skills, level of education attained, certifications or other professional licenses held, and the location of residence and / or place of employment. Base salary is one component of Metropolis’s total compensation package, which may also include access to or eligibility for healthcare benefits, a 401(k) plan, short-term and long-term disability coverage, basic life insurance, a lucrative stock option plan, bonus plans and more.

    #LI-AR1 #LI-Hybrid

    Join us in making a difference as we build our future. Metropolis is an equal opportunity employer, dedicated to diversity, equality, and inclusion, and provides equal employment opportunities to all employees and applicants for employment. Metropolis prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

    Create a job alert for this search

    Senior Machine Learning Engineer • Los Angeles, California, United States

    Related jobs
    • Promoted
    Senior Machine Learning Engineer, Ad Platforms

    Senior Machine Learning Engineer, Ad Platforms

    Disneyland Hong KongSanta Monica, CA, United States
    Full-time
    Senior Machine Learning Engineer, Ad Platforms.Technology is at the heart of Disney’s past, present, and future.Disney Entertainment and ESPN Product & Technology is a global organization of engine...Show moreLast updated: 4 days ago
    • Promoted
    Senior Machine Learning Engineer : 3D Generative AI

    Senior Machine Learning Engineer : 3D Generative AI

    Genies, Inc.Los Angeles, CA, United States
    Full-time
    Senior Machine Learning Engineer : 3D Generative AI.Genies is an avatar technology company powering the next era of interactive digital identity through AI companions. With the Avatar Framework and i...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Capital GroupLos Angeles, CA, United States
    Full-time
    I can succeed as a Machine Learning Engineer at Capital Solutions Group Technology (CSGT)".As a Machine Learning Engineer in CSGT, you will design and implement intelligent systems that enhance por...Show moreLast updated: 30+ days ago
    • Promoted
    Lead Machine Learning Engineer - Ad Platforms

    Lead Machine Learning Engineer - Ad Platforms

    The Walt Disney Company (France)Santa Monica, CA, United States
    Full-time
    Technology is at the heart of Disney’s past, present, and future.Disney Entertainment and ESPN Product & Technology is a global organization of engineers, product developers, designers, technologis...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer, Level 5

    Machine Learning Engineer, Level 5

    Snap Inc.Santa Monica, CA, United States
    Full-time
    Snap Inc is a technology company.We believe the camera presents the greatest opportunity to improve the way people live and communicate. Snap contributes to human progress by empowering people to ex...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    SILVUS TECHNOLOGIESLos Angeles, CA, United States
    Permanent
    We do so by delivering the most advanced Mobile Ad-hoc Network (MANET) radios powered by our custom and ever-evolving Mobile-Networked MIMO waveform. Together, our radios and waveform provide the vi...Show moreLast updated: 30+ days ago
    • Promoted
    Lead Machine Learning Engineer - Ad Platforms

    Lead Machine Learning Engineer - Ad Platforms

    The Walt Disney CompanySanta Monica, CA, United States
    Full-time
    Lead Machine Learning Engineer - Ad Platforms.Santa Monica, California, United States / Seattle, Washington, United States. Disney Entertainment & ESPN Product & Technology.Technology is at the hear...Show moreLast updated: 30+ days ago
    • Promoted
    Staff Applied AI and Machine Learning Engineer, Payments & Risk

    Staff Applied AI and Machine Learning Engineer, Payments & Risk

    GustoLos Angeles, CA, United States
    Full-time
    Staff Applied AI and Machine Learning Engineer, Payments & Risk.At Gusto, we’re on a mission to grow the small business economy. We handle the hard stuff—like payroll, health insurance, 401(k)s, and...Show moreLast updated: 24 days ago
    • Promoted
    Lead Machine Learning Engineer - Ad Platforms

    Lead Machine Learning Engineer - Ad Platforms

    Disneyland Hong KongSanta Monica, CA, United States
    Full-time
    Technology is at the heart of Disney’s past, present, and future.Disney Entertainment and ESPN Product & Technology is a global organization of engineers, product developers, designers, technologis...Show moreLast updated: 30+ days ago
    Senior Software Engineer, Machine Learning

    Senior Software Engineer, Machine Learning

    MachinaLabsChatsworth, California, United States, 91311
    Full-time
    Senior Software Engineer, Machine Learning.At Machina Labs, were reshaping manufacturing through advanced robotics and machine learning. Our platform uses the largest 6-axis robots on the market to ...Show moreLast updated: 1 day ago
    • Promoted
    ELN Engineer (Benchling)

    ELN Engineer (Benchling)

    Spectraforce TechnologiesSanta Monica, CA, United States
    Full-time
    Job Title : ELN Engineer (Benchling).Location : Santa Monica, CA 90404 (Hybrid).We are seeking a skilled Benchling ELN Engineer to join our team. The ideal candidate will have experience in implementi...Show moreLast updated: 1 day ago
    • Promoted
    • New!
    Principal Machine Learning Engineer

    Principal Machine Learning Engineer

    Launch PotatoLos Angeles, CA, United States
    Full-time
    As The Discovery and Conversion Company, our mission is to connect consumers with the worlds leading brands through data-driven content and technology. Headquartered in South Florida with a remote-f...Show moreLast updated: 6 hours ago
    • Promoted
    Lead Machine Learning Engineer - GenAI

    Lead Machine Learning Engineer - GenAI

    The Walt Disney CompanySanta Monica, CA, United States
    Full-time
    Join us as a Lead Applied AI Engineer at Disney Entertainment and ESPN Product & Technology (DEEP&T) to reimagine immersive viewing experiences and transform the media business through cutting‑edge...Show moreLast updated: 2 days ago
    • Promoted
    Principal Machine Learning Engineer, Content Relevance, Level 7

    Principal Machine Learning Engineer, Content Relevance, Level 7

    SnapSanta Monica, CA, United States
    Full-time
    Principal Machine Learning Engineer, Content Relevance.Principal Machine Learning Engineer, Content Relevance.Continue with Google Continue with Google. Principal Machine Learning Engineer, Content ...Show moreLast updated: 30+ days ago
    • Promoted
    Sr Machine Learning Engineer

    Sr Machine Learning Engineer

    Teklead CorpAgoura Hills, CA, United States
    Full-time
    US CITIZENS & PERMANENT RESIDENTS ONLY.Job Location : Westlake Village, CA (Onsite, NO REMOTE).Excellent contract-to-hire job opportunity. ML NLP Developer to join an Artificial Intelligence team.Joi...Show moreLast updated: 3 days ago
    • Promoted
    Senior Machine Learning Engineer, Ad Platforms

    Senior Machine Learning Engineer, Ad Platforms

    The Walt Disney CompanySanta Monica, CA, United States
    Full-time
    Senior Machine Learning Engineer, Ad Platforms.Seattle, Washington, United States / Santa Monica, California, United States / San Francisco, California, United States. Disney Entertainment and ESPN ...Show moreLast updated: 2 days ago
    • Promoted
    Senior Backend Engineer (Analytics / AI Personalization)

    Senior Backend Engineer (Analytics / AI Personalization)

    TapcartSanta Monica, California, United States
    Remote
    Full-time
    Tapcart is the leading mobile app platform for the world’s fastest-growing Shopify brands.We help marketers and eCommerce teams strengthen their brands and create differentiated customer experience...Show moreLast updated: 30+ days ago
    • Promoted
    Lead Machine Learning Engineer - GenAI

    Lead Machine Learning Engineer - GenAI

    The Walt Disney Company (France)Santa Monica, CA, United States
    Full-time
    On any given day at Disney Entertainment and ESPN Product & Technology, we’re reimagining ways to create magical viewing experiences for the world’s most beloved stories while also transforming our...Show moreLast updated: 4 days ago