Latitude AI · 2 days ago

Software Engineer II, Prediction

Pittsburgh, PA

Full-time

Hybrid

Mid Level

2+ years exp

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Artificial Intelligence (AI)Information Technology

Growth Opportunities

Insider Connection @Latitude AI

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Responsibilities

Design and implement algorithms and models for predicting the future behavior of other traffic participants in real time

Measure the statistical properties and quality of predictions

Build a system that safely handles nominal and out-of-distribution driving events

Evaluate and verify the system's performance on real-world and simulated data

Improve and deliver reliable software through continuous integration, automated testing and code reviews

Collaborate across different teams to jointly achieve objectives in improving system performance

Monitor system performance and ensure designs and implementation stay within resource constraints

Qualification

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C++PythonProbability TheoryStatisticsBayesian InferenceMachine LearningTime Series ForecastingGenerative ModelsVariational ModelsProduction-Quality CodePerformance-Critical CodeLarge CodebasesProblem-SolvingCollaborationCommunication

Required

Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 2+ years of relevant experience, Master's degree, or PhD

Strong knowledge of C++ including good software design skills and experience with Python

Knowledgeable in areas pertaining to probabilistic inference and prediction such as probability theory and statistics, Bayesian inference, machine learning for classification and regression, time series forecasting, and generative or variational models

Willingness to dive into anything, but know when to ask for cross team collaboration

Industry experience writing production-quality, performance-critical code, and maintaining large codebases is desired

Strong written and verbal communication skills are required