Hapag-Lloyd AG

Senior ML Engineer

Hapag-Lloyd AG  •  Gdańsk, PL (Onsite)  •  4 months ago
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Job Description

As part of AI Hub within Data Insights & AI Department (DIA), you will lead Hapag-Lloyd's AI transformation initiatives and AI adoption. Contributing to AI implementation across our organization, you will create new business value with AI technology for shipping and logistics applications for our 17,000+ colleagues.

In short: you will own the technical implementation and production of AI/ML solutions across the entire ML lifecycle: from model development and validation, through deployment and monitoring, to scaling and maintenance of production systems, while ensuring robust, reliable, and scalable AI solutions.

  • Collaborate with AI Project Leads and business stakeholders to translate requirements into technical solutions
  • Design, develop, and optimize machine learning models for shipping and logistics use cases
  • Build robust ML pipelines for data preprocessing, feature engineering, model training, and evaluation
  • Implement MLOps best practices including version control, automated testing, and continuous integration for ML workflows
  • Lead production of AI/ML models, ensuring they meet enterprise-grade performance, reliability, and security standards
  • Design and implement model deployment strategies including containerization, API development, and cloud-native solutions
  • Build monitoring and alerting systems for model performance, data drift, and system health in production
  • Establish automated retraining pipelines and model lifecycle management processes
  • Mentor other team members on ML engineering best practices
  • 5+ years of experience in machine learning engineering with proven track record of deploying ML models to production

  • Strong programming skills in Python, with expertise in ML (TensorFlow, PyTorch, scikit-learn)

  • Experience in MLOps tools and practices (MLflow, Docker, CI/CD pipelines)

  • Experience in data engineering tools and technologies (Databricks, Apache Spark, SQL databases), cloud platforms (AWS, Azure) and their ML services

  • Hands-on experience with model serving frameworks and API development (REST, microservices architecture)

  • Knowledge of monitoring and observability tools (Grafana, ELK stack)

  • Ability to translate complex technical concepts for non-technical stakeholders

  • Background in shipping, logistics, or similar operational industries preferred

  • Ability to work in fast-moving, global environments

  • Fluency in English; additional languages advantageous


With a fleet of 313 modern container ships and a total transport capacity of 2.5 million TEU, Hapag-Lloyd is one of the world’s leading liner shipping companies. In the Liner Shipping segment, the Company has around 14,000 employees and 400 offices in 140 countries. Hapag-Lloyd has a container capacity of 3.7 million TEU – including one of the largest and most modern fleets of reefer containers. A total of 133 liner services worldwide ensure fast and reliable connections between more than 600 ports on all the continents. In the Terminal & Infrastructure segment, Hapag-Lloyd has equity stakes in 21 terminals in Europe, Latin America, the United States, India and North Africa. Around 3,000 employees are assigned to the Terminal & Infrastructure segment and provide complementary logistics services at selected locations in addition to the terminal activities.

Hapag-Lloyd AG

About Hapag-Lloyd AG

About Hapag-Lloyd

With a fleet of 313 modern container ships and a total transport capacity of 2.5 million TEU, Hapag-Lloyd is one of the world’s leading liner shipping companies. In the Liner Shipping segment, the Company has around 14,000 employees and 400 offices in 140 countries. Hapag-Lloyd has a container capacity of 3.7 million TEU – including one of the largest and most modern fleets of reefer containers. A total of 133 liner services worldwide ensure fast and reliable connections between more than 600 ports on all the continents. In the Terminal & Infrastructure segment, Hapag-Lloyd has equity stakes in 21 terminals in Europe, Latin America, the United States, India and North Africa. Around 3,000 employees are assigned to the Terminal & Infrastructure segment and provide complementary logistics services at selected locations in addition to the terminal activities.

Disclaimer

This press release contains forward-looking statements that involve a number of risks and uncertainties. Such statements are based on a number of assumptions, estimates, projections or plans that are inherently subject to significant risks, uncertainties and contingencies. Actual results can differ materially from those anticipated in the Company’s forward-looking statements.

Industry
Transportation & Logistics
Company Size
10,000+ employees
Headquarters
Hamburg, DE
Year Founded
1847
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