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AI Development Specialist
3 weeks ago
Job Description:
Transforming Transportation with AIWe are a leading company in the transportation industry, leveraging cutting-edge technology to revolutionize the way people move around the world. Our mission is to empower local fleets and provide reliable ground transportation services globally.
Key Responsibilities:- Design and implement machine learning models using Python, SQL, and other relevant tools.
- Collaborate with cross-functional teams to identify opportunities for applying machine learning techniques to business problems.
- Conduct research and experimentation to explore new machine learning approaches and technologies.
- Optimize existing machine learning models for improved performance and efficiency.
- Strong background in machine learning, natural language processing, artificial intelligence, predictive modeling, and statistical modeling.
- In-depth knowledge of reinforcement learning algorithms (e.g., DQN, PPO, Actor-Critic) with hands-on project experience.
- Proven experience in time series forecasting methods (e.g., ARIMA, LSTM, Prophet) and their practical application.
- Proficient in Python, SQL, and other relevant programming languages.
- Familiarity with cloud computing platforms such as AWS or Azure is a plus.
- Ability to work collaboratively in a dynamic environment and communicate effectively with stakeholders at all levels of the organization.
- Bachelor's or master's degree in computer science, mathematics, statistics, or related field with a minimum of 5 years of experience.
- Expertise in Python with the ability to write performant production-quality code, familiarity with SQL.
- Experience building and operating large-scale distributed systems using Amazon Web Services (S3, Kinesis, CloudFormation, EKS, AWS Security and Networking).
- Experience with distributed large-scale data processing.
- Basic understanding of the machine learning project lifecycle.
- Experience building and scaling machine learning models using large amounts of data.
Our vision is to provide reliable ground transportation services globally while empowering high-quality local fleets. We strive for excellence in everything we do, from our innovative solutions to our collaborative team environment.
