Senior Data Scientist

You want to

• Conceptualize and develop deep learning models to model driver behavior, road detection, signal detection, in cabin characteristics, etc.
• Provide signals based on video/image detection algorithms for other Machine learning algorithms, such as road flow or traffic densities.
• Develop signal processing models as to characterize the attributes to a time series matrix.
• Test and put algorithms into a production ready state.
• Constructing solution concepts from insights using familiar or unfamiliar data sources or complete or partial data.
• Signal creation from image processing to other machine learning algorithms.
• Imputing the dependency between sensors and time series data.
• Design and build machine/deep learning and optimization algorithms efficiently
• Integrate, simulate, and test impact of algorithms and features on the overall system
• Develop and execute necessary analyses, simulations, etc. to validate models and identify improvement opportunities
• Store, retrieve and visualize results in a manner that facilitates required analyses
• Effectively conceptualize analyses to business/product stakeholders

You have

• Minimum 2 years of relevant experience in one or more of the following:
• Video/Image detection, prediction, and classification on
• Signal processing and time series analysis
• Ph.D., Master’s or an outstanding Bachelors in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines.
• Strong fundamentals in Machine and Deep Learning.
• Proficient in statistical programming in languages such as Python and R; and strong working knowledge in RDBMS such as PostgreSQL or NoSQL
• Strong programming skills in Java and Scala, experience in functional programming is preferred.
• Self-motivated and independent learner who is willing to share knowledge with the team.
• Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment

Desired

• Experience in working with vehicle imagery.
• Familiar with Linux/Unix and shell scripting, experience in cloud computing is a plus.