Uber - Data Scientist - Machine Learning Solutions

5 days ago

Bengaluru, India Uber Full time

The Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built.

We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through data analytic, statistical, and algorithmic expertise.

CAS owns the experience and algorithms powering Uber's global Mobility and Delivery products.

We optimise and personalise the rider experience, target incentives and introduce customizations for routing and matching for products and use cases that go beyond the core Uber capabilities.


What You Will Do :


- Refine ambiguous questions and generate new hypotheses and design ML based solutions that benefit product through a deep understanding of the data, our customers, and our business.

- Deliver end-to-end solutions rather than algorithms, working closely with the engineers on the team to productionize, scale, and deploy models world-wide.

- Use statistical techniques to measure success, develop northstar metrics and KPIs to help provide a more rigorous data-driven approach in close partnership with Product and other subject areas such as engineering, operations and marketing.

- Design experiments and interpret the results to draw detailed and impactful conclusions.

- Collaborate with data scientists and engineers to build and improve on the availability, integrity, accuracy, and reliability of data logging and data pipelines.

- Develop data-driven business insights and work with cross-functional partners to find opportunities and recommend prioritisation of product, growth, and optimisation initiatives.

- Present findings to senior leadership to drive business decisions.


What You Will Need :


- Undergraduate and/or graduate degree in Math, Economics, Statistics, Engineering, Computer Science, or other quantitative fields.

- 4+ years experience as a Data Scientist, Machine learning engineer, or other types of data science-focused functions.

- Knowledge of underlying mathematical foundations of machine learning, statistics, optimization, economics, and analytics.

- Hands-on experience building and deployment ML models.

- Ability to use a language like Python or R to work efficiently at scale with large data sets.

- Significant experience in setting up and evaluation of complex experiments.

- Experience with exploratory data analysis, statistical analysis and testing, and model development.

- Knowledge in modern machine learning techniques applicable to marketplace, platforms.

- Proficiency in technologies in one or more of the following : SQL, Spark, Hadoop.


Preferred Qualifications :


- Advanced SQL expertise.

- Proven track record to wrangle large datasets, extract insights from data, and summarise learnings/takeaways.

- Proven aptitude toward Data Storytelling and Root Cause Analysis using data.

- Advanced understanding of statistics, causal inference, and machine learning.

- Experience designing and analyzing large scale online experiments.

- Ability to deliver on tight timelines and prioritise multiple tasks while maintaining quality and detail.

- Ability to work in a self-guided manner.

- Ability to mentor, coach and develop junior team members.

- Superb communication and organisation skills.


(ref:hirist.tech)

  • Uber - Data Scientist - R/Python

    16 hours ago

    Bengaluru, India Uber Full time

    About The Role.The Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built.We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development...

  • Data Scientist

    2 weeks ago

    Bengaluru, Karnataka, India Uber Full time

    The Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built. We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through data analytic,...

  • Staff Machine Learning Engineer

    3 days ago

    Bengaluru, India Uber Full time

    Job Description About the Role We are looking for a Staff Machine Learning Engineer to join the Eats Search Ranking Team. You will play a critical tech lead role in improving relevance and ranking for search results across all Uber Eats surfaces. Your work will have significant impact on the search experience for millions of Uber Eats users...

  • Software Engineer II Machine Learning

    7 days ago

    Bengaluru, India Uber Full time

    Job Description About the Role We are looking for a highly motivated Machine Learning Engineer to join the Uber Eats Search and Discovery Team. You will play a critical role in enhancing the search experience for millions of Uber Eats users worldwide. You will leverage your expertise in data analysis, machine learning, and engineering to drive insights and...

  • Data Scientist

    1 week ago

    Bengaluru, Karnataka, India Uber Full time

    About The Role.The Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built.We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through data...

  • Staff Machine Learning Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Uber Full time ₹ 15,00,000 - ₹ 28,00,000 per year

    About the RoleWe are looking for a Staff Machine Learning Engineer to join the Eats Search Ranking Team. You will play a critical tech lead role in improving relevance and ranking for search results across all Uber Eats surfaces. Your work will have significant impact on the search experience for millions of Uber Eats users worldwide. What the Candidate...

  • Staff Machine Learning Engineer

    4 days ago

    Bengaluru, India Uber Full time

    About the Role We are looking for a Staff Machine Learning Engineer to join the Eats Search Ranking Team. You will play a critical tech lead role in improving relevance and ranking for search results across all Uber Eats surfaces. Your work will have significant impact on the search experience for millions of Uber Eats users worldwide. What the Candidate...

  • Scientist Ii

    1 hour ago

    Bengaluru, Karnataka, India Uber Full time

    **About the Role** The Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built. We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through...

  • Scientist II

    5 days ago

    Bengaluru, India Uber Full time

    Job Description he Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built. We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through data...

  • Scientist II

    1 week ago

    Bengaluru, Karnataka, India Uber Full time US$ 1,50,000 - US$ 2,00,000 per year

    he Core Analytics & Science Team (CAS) is Uber's primary science organisation, covering both our main lines of business as well as the underlying platform technologies on which those businesses are built. We are a key part of Uber's cross-functional product development teams, helping to drive every stage of product development through data analytic,...