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AI/ML Developer
4 hours ago
OverviewThe AI/ML Developer role at Dicetek LLC seeks an experienced professional in Operational Research and Industrial Engineering within logistics, with 14-18 years of work experience in that field, including 5 years of hands-on leveraging Ai and optimization related libraries experience.ResponsibilitiesDevelop multi-agent AI frameworks geared toward container terminal operations and large-scale logistics optimization.Design and implement end-to-end ML pipelines, including data ingestion, feature engineering, and real-time model deployment.Optimize machine learning and deep learning algorithms for scheduling, resource allocation, and route planning in port environments.Research and evaluate emerging AI techniques (e.g., generative models) to identify potential improvements in logistics workflows.Collaborate with cross-functional teams to integrate AI solutions seamlessly into existing operational and IT infrastructures.Build and maintain robust data pipelines (data lakes, streaming frameworks) using Spark, Hadoop, and Kafka for large-scale data handling.Deploy AI solutions on both cloud platforms (AWS, GCP) and on-premises infrastructures, ensuring reliability, security, and compliance in high-volume environments.Implement and fine-tune optimization models and solvers (OR TOOLS, COIN OR, SCIP etc.) for complex port planning and container yard operations.Conduct in-depth research and prototyping in reinforcement learning, agent-based modeling, and specialized ML techniques.Qualifications14-18 years of work experience of Operational Research & Industrial Engineering, within logistics fields with a 5 years of hands on leveraging Ai and optimization related libraries experienceExperience designing and implementing end-to-end ML pipelines, including data ingestion, feature engineering, and real-time model deploymentExperience deploying AI solutions on cloud platforms (AWS, GCP) and on-premises infrastructuresExperience building and maintaining robust data pipelines (data lakes, streaming frameworks) using Spark, Hadoop, and KafkaExperience implementing optimization models and solvers (OR TOOLS, COIN OR, SCIP) for complex port planning and container yard operationsExperience with reinforcement learning, agent-based modeling, and specialized ML techniquesJob detailsSeniority level: Not ApplicableEmployment type: ContractJob function: Engineering and Information TechnologyIndustries: IT Services and IT Consulting #J-18808-Ljbffr
