Senior AI Scientist – Transportation & Logistics

Who We Are & Why Join Us Avathon is the leading Industrial AI autonomy platform, helping customers across heavy industries -- energy, mining, manufacturing, aerospace, defense, and logistics -- accelerate the journey toward autonomous operations. Our platform is built on a Computational Knowledge Graph foundation that contextualizes and connects operational data across siloed systems, bringing together time series, structured, unstructured, and machine vision data to power AI-driven applications in asset performance management, supply chain intelligence, visual AI, and global trade management. With capabilities spanning digital twins, normal behavior modeling, natural language processing, and computer vision, Avathon delivers real-time predictive intelligence and agentic decision-making at industrial scale. Cutting-Edge AI Innovation -- Join a team at the forefront of AI, developing groundbreaking solutions that shape the future. High-Growth Environment -- Thrive in a fast-scaling startup where agility, collaboration, and rapid professional growth are the norm. Meaningful Impact -- Work on AI-driven projects that drive real change across industries and improve lives. Learn more at:  avathon.com   About the Role About Avathon We’re hiring a Senior AI Scientist (Transportation & Logistics) at Avathon — where AI meets the real world. This is a high-impact role at the intersection of operations research, reinforcement learning, and large-scale data systems , focused on building intelligent solutions that transform transportation and logistics networks. We are looking for a Senior AI Scientist to lead the design and deployment of advanced optimization and machine learning systems across complex transportation ecosystems. You will work on real-world challenges such as routing, scheduling, network optimization, demand forecasting, and asset utilization across multimodal logistics environments including FCL, LCL, FTL, LTL, intermodal, and maritime transportation . This role offers the opportunity to drive innovation in vessel scheduling, container repositioning, fleet optimization, and dynamic routing , while collaborating closely with engineering, product, and operations teams to bring scalable AI solutions into production. Key Responsibilities   AI/ML Model Development   Design and implement advanced models for:  Fleet optimization and capacity planning  Vehicle routing and scheduling (VRP, TSP variants)  Demand forecasting and optimization  Apply reinforcement learning, optimization algorithms, and hybrid ML + OR approaches  Transportation Domain Solutions   Build solutions for:  Maritime logistics (vessel scheduling, port operations)  Container repositioning and imbalance optimization  Truckload (FTL), less-than-truckload (LTL), and intermodal routing  Incorporate real-world constraints (time windows, capacity, regulations, SLAs)  AI Engineering & Deployment   Productionize models using scalable architectures (cloud-native, APIs)  Collaborate with engineering teams to deploy AI solutions into production  Ensure robustness, explainability, and monitoring of models  Data & Feature Engineering   Work with large-scale datasets:  Shipment data, GPS/telematics, weather, port congestion, tariffs  Build feature pipelines and data validation frameworks  Leadership & Strategy   Lead AI initiatives and mentor junior scientists  Translate business problems into AI solutions  Partner with product, operations, and stakeholders to define roadmaps  Required Qualifications   PhD in Computer Science, Operations Research, Applied Math, or related quantitative field  10–15+ years of experience in AI/ML or optimization, or Supply Chain planning systems Strong expertise in:  Python (NumPy, Pandas, PyTorch/TensorFlow)  Optimization tools (Gurobi, CPLEX, OR-Tools)  Deep knowledge of:  Routing algorithms (VRP, shortest path, heuristics/metaheuristics)  Time-series forecasting and probabilistic modeling  Experience deploying models in production environments  Preferred Qualifications   Experience in  transportation, logistics, or supply chain domain   Familiarity with Maritime shipping or fleet scheduling  Container logistics and repositioning problems  Experience with:  Reinforcement learning for dynamic decision-making  Digital twins and simulation systems  Knowledge of cloud platforms (GCP, AWS, Azure)  Experience with streaming data (Kafka, Spark)  Key Skills   Optimization + Machine Learning hybrid modeling  Strong problem-solving and mathematical modeling skills  Ability to handle ambiguous, real-world constraints  Communication skills to explain complex models to business stakeholders  Publications / Patents:   Strong plus if you have published in AI/ML/OR conferences (NeurIPS, ICML, INFORMS, etc.)    Interview Process As part of the interview process, you will be asked to complete a technical assessment. Benefits & Perks What are the benefits and perks at Avathon? Below are some highlights we offer to our U.S. full-time employees -- we'd love to connect and share more! Evolving culture with the opportunity to drive new ideas and technology Stock Option Grants Medical Coverage and Parental Leave Plans 401k with Employer Match Monthly Technology Allowance Newly renovated office space located near Pleasanton, CA -- including fully stocked beverage and snack areas Contract and temporary roles are not eligible for the above benefits. Compensation Pay Range:  $160k - $240k salary annually. Pay for this position is based on a number of factors including geographic location and may vary depending on job-related knowledge, skills, and experience. Location:  This role is not remote. Candidates must be based in the Bay Area, CA and are expected to report to our Pleasanton office 5 days a week. Avathon is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, pregnancy, genetic information, disability, status as a protected veteran, or any other protected category under applicable federal, state, and local laws. Avathon is committed to providing reasonable accommodations throughout the recruiting process. If you need a reasonable accommodation, please contact us to discuss how we can assist you.