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Uber

Size

90122

HQ

San Francisco, US

Public/Private

Public Company

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About the company

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. Its our lifeblood. It runs through our veins. Its 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. Weve grown into a global platform powering flexible earnings and the movement of people and things in ever expanding ways. Weve 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.

AI Skills and Tools in jobs at Uber

AI
Anomaly Detection
Apache Spark
Applied ML
Big Data
Computer Vision
Conversational AI
Data
Data Analysis
Data Architect
Data Engineer
Data Mining
Data Science
Deep Learning
Diffusion Models
Feature Engineering
Fine Tuning
Generative AI
Inference
Information Retrieval
LLMs
Machine Learning
ML Ops
ML Research
Neural networks
NLP
Prompt Engineering
PyTorch
Ray
Recommender Systems
Reinforcement Learning
Scikit-learn
Tensorflow
Transformers
Vertex AI

Other Languages, Tools, Libraries and Frameworks used at Uber

Ruby On Rails
Java
JavaScript
C#
Objective-C
Ruby
React
ADS
SQL
C++
TypeScript
Senior
Manager
Junior
Tech Lead
Team Lead
IOS
Linux
MySQL
Kafka
Flow
Android
Tableau
IOS SDK
SQL Server
ARM
Figma
Hubs
Spark SQL
Tablets
Google Data Studio
Python
GO

Company’s Key products

Uber’s key products and services can be categorized into several main segments:

Mobility (Ride-Hailing)

  • Uber offers various ride-hailing services, including UberX, UberPool, UberBlack, and others, connecting riders with independent drivers.

Delivery Services

  • Uber Eats: Provides on-demand food delivery, connecting consumers with restaurants and food establishments. This service was launched as a separate app in 2016.

Freight Services

  • Uber Freight: A platform that connects shippers with carriers, offering upfront and transparent pricing and logistics services. This service was launched in 2017.

Additional Services

  • Uber Transit: Integrates public transportation options into the Uber app, allowing users to plan and pay for public transit rides.
  • Uber Taxi: Allows users to hail traditional taxis through the Uber app.
  • Other Services: Includes services like grocery delivery and various local delivery options.

These services leverage Uber’s tech

How is the company using AI?

Uber utilizes AI in a myriad of ways to enhance its operations, user experience, and internal efficiency. Here are some key areas where AI is deployed:

Predictive and Deep Learning

  • Uber has gone through several phases of AI adoption. Initially, from 2016 to 2019, it used predictive machine learning for tasks like ETA predictions, risk assessment, and pricing, leveraging algorithms such as XGBoost. During this period, it also invested in deep learning (DL) for 3D mapping and perception in self-driving cars.
  • From 2019 to 2023, there was a significant shift towards adopting DL for high-impact ML projects, with over 60% of tier-1 models using DL in production, which significantly boosted model performance.

Real-Time Operations

  • AI is integrated into virtually every interaction within the Uber apps. For example, it is used for:
    • Fraud detection during user login
    • Destination auto-completion and search result ranking
    • ETA computation and trip price calculation
    • Rider-driver matching with safety considerations
    • On-trip routing
    • Payment fraud detection and chargeback preventio

Company Mission & Values

Uber’s key mission and values can be summarized as follows:

Mission Statement

Uber has two commonly cited mission statements, though they convey similar themes:

  • “To ignite opportunity by setting the world in motion.” This mission emphasizes creating opportunities for both drivers and riders, and revolutionizing the way people move around the world.

  • “To provide transportation as reliable as running water, everywhere for everyone.” This mission highlights the goal of making transportation accessible, dependable, and universally available, much like a basic necessity like running water.

Vision Statement

Uber’s vision statement is closely aligned with its mission: - “To bring transportation — for everyone, everywhere” or more broadly, “to reimagine the way the world moves for the better.” This vision focuses on creating a global transportation system that is convenient, reliable, and accessible to all.

Core Values

Uber’s core values include:

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Computer Science
Integrations
\\\\About the Role\\\\Collaborates with stakeholders to design, develop, optimize, and productionize machine learning (ML) or ML-based solutions and systems that are used within a team to solve modera...
New York, NY, USA
Full Time
Deep Learning
Neural networks
Feature Engineering
CNNS
\\\\About the Role\\\\Uber's newly formed AI Security team, part of the Core Security Engineering organization, is building the foundation for dynamic, data-driven security systems. We're evolving Ube...
San Francisco, CA, USA
Full Time
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