Data Scientist at Postmates Inc.

| Bellevue
Sorry, this job was removed at 4:08 a.m. (PST) on Tuesday, June 9, 2020
Find out who's hiring in Seattle.
See all Data + Analytics jobs in Seattle
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.
WHO WE ARE

Postmates enables anyone to have just about anything on-demand. We pioneered the on-demand space and currently serve 4200+ cities with a fleet of more than 500,000 Postmates and the largest network of merchants in the US. We’re changing the landscape of commerce by making cities our warehouses, providing the delivery infrastructure, and connecting our customers to any product, anywhere, anytime. Postmates isn’t just an app, it’s a way of life and a part of pop culture. We are the O.G. of on-demand and we’ve given people a new superpower — the ability to Postmate anything from anywhere. We’re building a movement to make Postmates a verb: Postmate it.

WHAT WE DO

Postmates relies heavily on our engineering team to realize this vision. Building a software platform that is reliable, scales, and stays agile under demanding product needs is a serious technical challenge. Postmates is a three-part balancing act connecting customers, merchants, and couriers in real-time. If any piece is out of whack, the whole system suffers. Working with the Postmates engineering team offers an opportunity with explosive growth, cutting-edge technology, a highly visible charter, and a cool user-focused product vision.

As a Data Scientist, you’ll use your full toolkit - statistical modeling, machine learning, data mining, data visualization, and software engineering - to develop data products and models that are used by millions of users and power the growth of our business. You will collaborate with a strong team of engineers, product managers and data analysts in defining the frontier of data products and models in the three-sided marketplace. Data scientists will work on how to formulate a model from a real business problem, determine evaluation metrics, evaluate different modeling approaches, conduct data analysis, and build features and algorithms for the various challenging problems at Postmates.

YOUR RESPONSIBILITIES
  • Modeling and forecasting demand and supply to enable more intelligent matching, optimize the overall marketplace efficiency and provide valuable insights to our merchants and Postmates
  • Large scale Machine Learning algorithms that powers our Search Ranking models and Personalized Recommendation Engine
  • Predicting the Postmates Delivery Time (PDT) and improving the dispatching algorithm
  • Determining the optimal pricing strategies to help our Postmates maximize their revenue
  • Identifying suspicious transactions and malicious users for risk control
  • Natural Language Processing to understand text content on Postmates platform, including named entity resolution and recognization of reviews, descriptions and interactions between users on our marketplace
OUR REQUIREMENTS
  • A Bachelor’s/Master’s degree (or higher) in a technical field (Computer Science, Statistics, Economics, Operations Research, Math, Physics, Engineering, etc.)
  • 3+ years of professional experience in Data Science or Applied Machine Learning required
  • A deep theoretical understanding of modern machine learning algorithms, statistical models, or optimization
  • Extensive experience with data tools, Python (Pandas, Scipy, Numpy, Scikit-Learn, etc), R, SAS, SQL, etc and strong skills in data analysis, data visualization, and feature engineering
  • Ability to own your modeling work from model development all the way to production deployment and beyond with minimal help from engineers
  • Strong communication skills; Explaining complex technical concepts to product managers, data analysts, and other engineers shouldn’t be a problem for you
OUR PREFERRED QUALIFICATIONS
  • Experience with MapReduce, Spark, Hive, HBase, Google BigQuery, and BigTable
  • Experience with ML frameworks like Tensorflow, PyTorch, Spark MLlib, XGBoost, and Scikit-Learn
YOUR BENEFITS
Postmates has your back. In our impact-first work environment, we value huge company vision. As you strive to build the future with us, we’ll support you with a competitive salary and equity plan, along with access to our 401k plan and robust benefits including: health benefits, flexible paid time off, parental benefits, and food perks.
Read Full Job Description
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.

Technology we use

  • Engineering
    • C++Languages
    • GolangLanguages
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PythonLanguages
    • SwiftLanguages
    • ErlangLanguages
    • FluxLibraries
    • ReactLibraries
    • ReduxLibraries
    • PyTorchLibraries
    • Scikit-LearnLibraries
    • ConsulLibraries
    • VaultLibraries
    • DjangoFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • SparkFrameworks
    • TensorFlowFrameworks
    • DockerFrameworks
    • KubernetesFrameworks
    • TerraformFrameworks
    • CassandraDatabases
    • HiveDatabases
    • MongoDBDatabases
    • PostgreSQLDatabases
    • RedisDatabases
    • DjangoDatabases
    • DynamoDatabases
    • BigQueryDatabases
    • DynamoDBDatabases
    • DruidDatabases

Location

Located in the heart of downtown Bellevue, our office enjoys a sweeping view of Lake Washington with plenty of shopping and restaurants nearby.

An Insider's view of Postmates Inc.

What's something quirky about your company?

One thing that makes me proud to be a part of Postmates, is our program FoodFight. It is a Postmates driven partnership with local shelters that makes sure leftover food from restaurants makes its way to a shelter and feeds those who are hungry. We care immensely about the communities that we serve, and FoodFight is one way that we show it!

Rahul

Server Engineer

What's the biggest problem your team is solving?

Our Security team ensures our users, merchants, and Postmates info is safe. We develop and deploy mitigations to eliminate the potential for vulnerabilities that pose a security risk. Driving these projects from start to finish and seeing the impact of our work is extremely rewarding.

David

Security Engineer

How does the company support your career growth?

I once read that “growth and comfort don’t coexist” and Postmates lives by it. From day one at Postmates, I felt challenged and have been given projects that impact the business. I’ve had to flex technical muscles that I have never used and it’s exciting because I’m developing into a more well-rounded engineer which only enhances my career growth.

Juan

Software Engineer

How do you empower your team to be more creative?

Instead of assigning work/tasks to my team, we operate by having the team identify what they think are the problems that we need to be solving today, and how that will scale or change over the next few years then align those with company priorities. This forces my team to be more creative in how they approach their work on a day to day basis.

Aabhas

Infrastructure Lead

What are some social events your company does?

Postmates is a fun place to work. We hold various social events throughout the year, both locally in Bellevue and at the San Francisco HQ. Last year, we held a team event at Golden Gate Park, movie nights and happy hours in SF, as well as a hike and Christmas party in Bellevue. Looking forward to more fun events this year!

Ken

Data Scientist

What are Postmates Inc. Perks + Benefits

Culture
Volunteer in local community
At Postmates, we believe we have a shared responsibility to create positive change in our communities and society at large. Check out our Social Impact report: social-impact.postmates.com
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Postmates covers 100% for full-time employees and dependents on most medical plans, dental, and vision.
Life Insurance
Wellness Programs
In addition to health club discounts, Postmates provides a PhysioStrength wellness portal with live virtual classes and videos helping employees with their health, wellness, and fitness needs.
Retirement & Stock Options Benefits
401(K)
Company Equity
Child Care & Parental Leave Benefits
Child Care Benefits
Postmates provides Dependent Care FSA that covers eligible child care expenses.
Generous Parental Leave
Postmates provides all full-time employees up to 16 weeks of paid time off for new parents.
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Adoption Assistance
Return-to-work program post parental leave
Company sponsored family events
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Volunteer Time
Our employees receive 24 hours per year of paid volunteer time. Check out our Social Impact report: social-impact.postmates.com
Paid Holidays
Paid Sick Days
Employees receive 56 hours per year of paid sick leave.
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Free Daily Meals
Stocked Kitchen
Some Meals Provided
Recreational Clubs
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Lunch and learns
Cross functional training encouraged
Promote from within
More Jobs at Postmates Inc.4 open jobs
All Jobs
Data + Analytics
Dev + Engineer
Developer
new
Bellevue
Data + Analytics
new
Bellevue
Data + Analytics
new
Bellevue
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.
Save jobView Postmates Inc.'s full profileSee more Postmates Inc. jobs