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2024 PhD Applied Scientist (Non-Econ) Intern, United States

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Uber

Apr 2

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Data
  • San Francisco

Requirements

  • Current Ph.D. student majoring in Machine Learning, Computer Science, Statistics, Operations Research and Mathematics, or other related quantitative fields. Candidates should have at least two semesters/quarters left of their education after finishing the internship.
  • Knowledge of underlying mathematical foundations of optimization, statistics and machine learning
  • Strong problem-solving and analytical abilities
  • Familiarity with SQL
  • Familiarity with Python
  • Preferred Qualifications:
  • Ability to communicate effectively with both technical and business partners
  • Research mentality with a bias towards action to structure a project from idea to experimentation to prototype to implementation
  • Independence, excellent communication, and outstanding follow-through - you energetically take on your work and love the responsibility of being individually empowered
  • Experience with exploratory data analysis, statistical analysis and model development
  • Experience with building data pipelines for machine learning models.
  • Familiarity with a Spark and/or Pyspark

Responsibilities

  • Marketing applied science informs decisions across Uber's global marketing efforts, accelerating both demand and supply growth worldwide. We use advanced statistical modeling, machine learning, or data mining techniques in a scalable manner including large scale data processing such as Spark, Hive, and Uber's proprietary machine learning platform, and more. Interns on the team will work on projects such as:
  • Assisting in prototyping causal inference methods and econometric models to inform the efficiency of our marketing spend
  • Building machine learning and reinforcement learning models to aid in the growth and profitability of different Uber products (Uber Rides Pass, Eats Pass, etc.)
  • Architecting a recommendation system to understand cuisine preferences at a user-level
  • Standardizing marketing models and enhancing their scalability and stability through platformization
  • Identifying and implementing improvements to our bid, budget and creative optimization algorithms on Uber’s advertising channels like Google, Facebook, etc.
  • What You’ll Do:
  • Work with a mentor closely to define a business problem, scope a project, develop, and prototype the solution using data-driven approaches
  • Work with engineers and product managers to turn prototypes into scalable solutions
  • Present findings to leaders to inform decisions
  • Establish standard methodologies for science such as modeling, coding, analytics, optimization, and experimentation
  • Conduct experiments to drive business decisions
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Uber

We reimagine the way the world moves for the better.

Technology
Industry
10,001+
Employees
2009
Founded Year

Mission & Purpose

We are Uber. The go-getters. The kind of people who are relentless about our mission to help people go anywhere and get anything and earn their way. Movement is what we power. It’s our lifeblood. It runs through our veins. It’s what gets us out of bed each morning. It pushes us to constantly reimagine how we can move better. For you. For all the places you want to go. For all the things you want to get. For all the ways you want to earn. Across the entire world. In real time. At the incredible speed of now. The idea for Uber was born on a snowy night in Paris in 2008, and ever since then our DNA of reimagination and reinvention carries on. We’ve grown into a global platform powering flexible earnings and the movement of people and things in ever expanding ways. We’ve gone from connecting rides on 4 wheels to 2 wheels to 18-wheel freight deliveries. From takeout meals to daily essentials to prescription drugs to just about anything you need at any time and earning your way. From drivers with background checks to real-time verification, safety is a top priority every single day. At Uber, the pursuit of reimagination is never finished, never stops, and is always just beginning.

Culture & Values

  • Go get it

    Bring the mindset of a champion. Our ambition is what drives us to achieve our mission. How we define a champion mindset isn’t based on how we perform on our best days, it’s how we respond on the worst days. We hustle, embrace the grind, overcome adversity, and play to win for the people we serve. Because it matters.

  • Trip obsessed

    Make magic in the marketplace. The trip is where the marketplace comes to life. The earner, rider, eater, carrier and merchant are the people who connect in our marketplace - and we see every side. This requires judgment to make difficult trade-offs, blending algorithms with human ingenuity, and the ability to create simplicity from complexity. When we get the balance right for everyone, Uber magic happens.

  • Build with heart

    We care. We work at Uber because our products profoundly affect lives and we care deeply about our impact. Putting ourselves in the shoes of the people who connect in our marketplace helps us build better products that positively impact our communities and partners. Our care drives us to perfect our craft.

  • Stand for safety

    Safety never stops. We embed safety into everything we do. Our relentless pursuit to make Uber safer for everyone using our platform will continue to make us an industry leader for safety. We know the work of safety never stops, yet we can and will challenge ourselves to always be better for the communities we serve.

  • See the forest and the trees

    Know the details that matter. Building for the intersection of the physical and digital worlds at global scale requires seeing the big picture and the details. Knowing the important details can change the approach, and small improvements can compound into enormous impact over time.

  • One Uber

    Bet on something bigger. It’s powerful to be a part of something bigger than any one of us, or any one team. That’s why we work together to do what’s best for Uber, not the individual or team. We actively support our teammates, and they support us - especially when we hit the inevitable bumps in the road. We say what we mean, disagree and commit, and celebrate our progress, together.

  • Great minds don't think alike

    Diversity makes us stronger. We seek out diversity. Diversity of ideas. Identity. Ethnicity. Experience. Education. The more diverse we become, the more we can adapt and ultimately achieve our mission. When we reflect the incredible diversity of the people who connect on our platform, we make better decisions that benefit the world.

Benefits

  • Comprehensive Healthcare

  • Flexible Work

  • Uniquely Uber

  • Health & Wellness