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Internship

2024 Summer Internship: Autonomy Analytics

Posted on 11/6/2023

Latitude AI

Latitude AI

201-500 employees

Develops hands-free, eyes-off driver assist systems

Pittsburgh, PA, USA

Category
AI & Machine Learning
Software Engineering
Data & Analytics
Required Skills
Python
Data Science
Data Structures & Algorithms
BigQuery
Apache Spark
SQL
Pandas
Data Analysis
Requirements
  • Pursuing a degree in Data Science, Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field
  • Must be enrolled in a full time degree program at the time of the internship and for the semester following the internship (Fall 2024)
  • Proficiency in Python, including data science toolkits like Pandas, Polars, and Seaborn
  • Proficiency with SQL
  • Strong theoretical foundation in statistical data analysis
  • An eagerness to apply your knowledge to yet-unsolved problems
Responsibilities
  • Develop novel ways to measure the performance of our self-driving cars
  • Create dashboards that allow our teammates to easily understand our product’s performance and how it changes over time
  • Work closely with autonomy engineers, test engineers, and product managers to understand gaps in our evaluation approach and fill them
  • Directly identify opportunities to improve our product using data and statistics
  • Develop techniques to make robust conclusions when comparing different ML models or software systems
  • Develop software infrastructure to automate our evaluation system
Desired Qualifications
  • Familiarity with machine learning algorithms, including classical and neural models
  • Experience working with robotics
  • Experience with modern C++
  • Familiarity with hypothesis testing (A/B tests) and variance reduction
  • Experience with Data Build Tool (DBT) and data lake style systems (BigQuery, Spark)

Latitude AI, a subsidiary of Ford Motor Company, is developing a hands-free, eyes-off driver assist system for next-generation Ford vehicles, leveraging expertise in robotics, machine learning, and cloud infrastructure to enhance driving safety and enjoyment.

Company Stage

N/A

Total Funding

N/A

Headquarters

Pittsburgh, Pennsylvania

Founded

2022

Growth & Insights
Headcount

6 month growth

5%

1 year growth

18%

2 year growth

42%
INACTIVE