Shipwell is looking to build and scale its AI-powered logistics solutions by developing and maintaining data pipelines and ML infrastructure for autonomous digital workers and data-driven decision-making.
Requirements
- Experience designing and implementing ML models and maintaining relevant data in AWS
- Experience working with DevOps to enable your team access to the tools they need
- Contributing to every part of the machine learning product lifecycle
- Proven track record of implementing data engineering best practices in all aspects of the data pipeline, i.e. ETL, data integrity, and monitoring
- Demonstrable proficiency with Python, dbt, SQL, and modern ML tooling
- Experience working with large-scale data model refactoring for better performance, interpretability, and maintainability
- Experience with agentic tooling and pipelines including LangChain, LangGraph, and LangSmith
Responsibilities
- design, develop, and maintain the data pipelines and ML infrastructure that power our autonomous digital workers and drive data-driven decision-making across the organization.
- extracting and transforming data from diverse sources to implementing production-grade ML models in our cloud environment.
- optimize our AWS infrastructure, establish data integrity standards, and create scalable architectures that enable research teams to access the data they need.
- Collaborate closely with our engineering, analytics, data science, and product teams as we take our machine learning projects and infrastructure to the next level
- creating and maintaining the data pipelines they need, and communicate the results to the organization
- own all of the data and ML processes you create
- become the expert on our machine learning and data infrastructure and make critical decisions in our path forward
Other
- Experience with version control tools (GitHub, GitLab) and Agile methodologies.
- Excellent communication skills to effectively collaborate with different teams within the engineering org
- Enjoy working remotely with the added perk of a home office reimbursement
- Unlimited Paid Time Off (PTO)
- A robust healthcare package that includes medical, dental & vision benefits, short-term and long-term disability, AD&D coverage, and flexible/health savings accounts
