Saturday, November 27

Data Scientist – Core Analytics & Science

Job title: Data Scientist – Core Analytics & Science

Company: Uber

Job description: The Core Analytics & Science Team (CAS) is Uber’s most comprehensive data science organization, covering both Uber’s core business lines as well as the underlying platform technologies that power these companies. We are a vital part of Uber’s cross-functional product development teams, helping to drive every stage of product development through data analysis, statistical and algorithmic expertise.

The Bangalore, India team will welcome an entrepreneurial attitude that will focus on quickly experimenting with ideas to expand Uber’s product portfolio. This team is considered one of Uber’s top performing DS teams. This team strives to provide our passengers with a customer-centric experience that matches the Uber experience they expect. We are looking for a high performing Data Scientist to make a significant contribution to our mission. A deep analytical passion for learning and the ability to execute key business priorities is a must.

As a Data Scientist for the team, you will play the important role of helping to define the product vision and deliver it from scratch by working with a very dynamic and passionate group of Data Scientists, Applied Scientists, ‘Engineers, designers, product managers and operations managers. People with entrepreneurial spirit, independent analytical thinking, rapid hypothesis construction, testing hypotheses using experiments, building machine learning / deep learning models, and applying d ‘causal inferences to help the team make an informed decision and have a high business impact.

What you will need

  • Knowledge of the mathematical foundations underlying statistics, machine learning, economics and analysis.
  • Experience in exploratory data analysis, statistical analysis, hypothesis testing and model development.
  • Proficient in SQL, Hive, and Spark and writing efficient code at scale with large datasets
  • Experience using Python / R or any procedural programming that works efficiently at scale with large datasets.
  • Experience building and evaluating machine learning models
  • Proven experience of more than 2 years in the field concerned.

Masters or bachelor’s degree in statistics, economics, machine learning, operations research, computer science or other quantitative fields.

What you will do

  • As a Data Scientist, you will work closely with the product management, engineering and operations teams to master data science in driving Uber’s product roadmap for business growth. mobility and new verticals (eg high capacity vehicles, micromobility, rents) on a global scale.
  • Improve clarity and solve ambiguous and difficult business problems using data-driven approaches. Offer and own data analytics (including modeling, coding, analysis and experimentation) to generate business insights and facilitate decisions.
  • Develop creative solutions and prototype for business problems using algorithms based on machine learning, statistics and optimization, and work with engineering / product to deploy these algorithms and create impact in production.
  • Perform time series analyzes, hypothesis testing and causal analyzes to statistically assess the relative impact and extract trends
  • Design product experiences and interpret results to draw detailed and impactful conclusions and communicate with senior management and cross-functional teams
  • Provide recommendations to aid in rapid product ideation and feature launch decisions and build smart, data-driven products to deliver the best user experience.

Basic qualifications

  • Doctorate, master’s or bachelor’s degree in statistics, economics, machine learning, operations research, computer science or other quantitative fields. (If MS degree, a minimum of 1+ years of industry experience required and if bachelor’s degree, a minimum of 2+ years of industry experience required)
  • Knowledge of the mathematical foundations underlying statistics, machine learning, optimization, economics and analysis
  • Knowledge of experimental design and analysis
  • Experience in exploratory data analysis, statistical analysis, testing and model development
  • Ability to use a language like Python or R to work effectively at scale with large datasets
  • Proficiency in languages ​​and tools such as SQL, Hive and Spark

Preferred Qualifications

  • 2+ years of industry experience as a data scientist or similar
  • Experience in solving ambiguous large-scale business problems
  • Experience with causal inference techniques to assess causal relationships with variables
  • Experience building machine learning models

Expertise in experimental design and analysis (e.g. A / B and market-level experiments)

At Uber, we create opportunity by setting the world in motion. We take on big issues to help drivers, passengers, delivery partners and eaters get to over 10,000 cities around the world.

We welcome people from all walks of life who are looking for the opportunity to help build a future where everyone and everything can evolve independently. If you have the curiosity, the passion and the spirit of collaboration, work with us and move the world forward, together.

Expected salary:

Location: Bangalore, Karnataka

Job date: Thu, 25 Nov 2021 01:31:15 GMT

Apply for the job now!


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