Software Engineer II Machine Learning

4 weeks ago

Bengaluru, Karnataka, 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 optimize search algorithms, ultimately improving user satisfaction and operational efficiency.

What the Candidate Will Need / Bonus Points

---- What the Candidate Will Do ----

1. Design, develop, and productionize machine learning (ML) solutions in the field of Search and Discovery, GenAI, QU/Ranking, MOO optimizations.
2. Productionize and deploy these models for real-world applications in Search.
3. Design and analyze experiments using a combination of data analysis/statistical analysis to lead the team to a reasonable inference.
4. Review code and designs of teammates, providing constructive feedback.
5. Collaborate with Product and cross-functional teams to brainstorm new solutions and iterate on the product.

---- Basic Qualifications ----

1. Bachelor's or Master's in Computer Science, Statistics, or a related field or Equivalent Experience
2. Minimum 3 years of experience in industry with a strong focus on machine learning and optimization.
3. Experience with ML packages such as Tensorflow, PyTorch, JAX, and Scikit-Learn.
4. Solid understanding of statistical analysis and feature engineering techniques.
5. Excellent communication and collaboration skills.
6. Ability to work independently and take ownership of projects.
7. Experience using SQL in a production environment.
8. Experience in experimental design and analysis, exploratory data analysis, and statistical analysis.
9. Experience with dashboarding and using data visualization tools.
10. Experience using statistical methodologies such as sampling, statistical estimates, descriptive statistics, or similar.

---- Preferred Qualifications ----

1. Experience in the Search and Recommendations Field.
2. Experience in Query Understanding / Ranking or solving customer problems with NLP

Uber's mission is to reimagine the way the world moves for the better. Here, bold ideas create real-world impact, challenges drive growth, and speed fuelds progress. What moves us, moves the world - let's move it forward, together.

Offices continue to be central to collaboration and Uber's cultural identity. Unless formally approved to work fully remotely, Uber expects employees to spend at least half of their work time in their assigned office. For certain roles, such as those based at green-light hubs, employees are expected to be in-office for 100% of their time. Please speak with your recruiter to better understand in-office expectations for this role.

.Accommodations may be available based on religious and/or medical conditions, or as required by applicable law. To request an accommodation, please reach out to .

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