Machine Learning Engineer, Forecast Platform, Mid-Level
Join to apply for the Machine Learning Engineer, Forecast Platform, Mid-Level role at Jobright.ai
Machine Learning Engineer, Forecast Platform, Mid-Level
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Join to apply for the Machine Learning Engineer, Forecast Platform, Mid-Level role at Jobright.ai
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DoorDash is a technology and logistics company focused on empowering local economies. They are seeking a talented Machine Learning Engineer to improve operational efficiency and develop ML models that impact millions of users across their marketplace of consumers, merchants, and dashers.
Responsibilities:
• Build time-dependent statistical and ML models that solve product needs across our verticals - e.g. matching supply / demand, predicting support needs, providing insights to our internal platforms (ads, experiments, merchant), auto-scale infrastructure and optimize business processes such as promotions
• Own the modeling life cycle end-to-end including feature creation, model development and prototyping, experimentation, monitoring and explainability, and model maintenance
• Contribute to the development of our in-house Forecasting Self-Service Platform and proprietary Forecasting Repository to uplevel our capabilities
• Research new tools within the Forecasting space (e.g. TimeGPT, LLM extensions)
Qualifications:
Required:
• M.S. and 3+ or PhD. and 1+ year(s) experience of developing advanced statistical and machine learning models in production
• Demonstrated expertise with object-oriented programming and ML Libraries, e.g. python, SciKit Learn, Lightgbm, Spark MLLib, PyTorch, TensorFlow, etc
• Deep understanding of complex systems such as Marketplaces, and domain knowledge in two or more of the following: Machine Learning, Causal Inference, Operations Research, Forecasting
• Experience of shipping production-grade ML models and optimization systems
• High-energy and confident — you keep the mission in mind, take ideas and help them grow using data and rigorous testing, show evidence of progress and then double down
• You’re an owner — driven, focused, and quick to take ownership of your work
• Humble — you’re willing to jump in and you’re open to feedback
• Adaptable, resilient, and able to thrive in ambiguity — things change quickly in our fast-paced startup and you’ll need to be able to keep up!
• Growth-minded — you’re eager to expand your skill set and excited to carve out your career path in a hyper-growth setting
• Desire for impact — ready to take on a lot of responsibility and work collaboratively with your team
Company:
DoorDash is a food delivery platform that connects customers with local and national businesses. It is a sub-organization of DoorDash. Founded in 2013, the company is headquartered in San Francisco, California, USA, with a team of 10001+ employees. The company is currently Public Company. DoorDash has a track record of offering H1B sponsorships.
Seniority level
Seniority level
Mid-Senior level
Employment type
Employment type
Full-time
Job function
Industries
Software Development
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Inferred from the description for this job
Medical insurance
Vision insurance
401(k)
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