Data Engineer / MLOps Engineer

About Harbor.ai: Harbor.ai is an InsurTech startup aiming to revolutionize the enterprise insurance market. Our technology simplifies the process for insurance brokers to identify optimal coverage for their clients continuously, and this is just the beginning. Our mission is to revolutionize underwriting for better, faster, and smarter processes. As we pursue this goal, we are implementing a data-driven business model that fundamentally reshapes how insurance products are sold. Established in 2018, Harbor.ai is Venture-backed and based in New York.About the Role: We're looking for a Data Engineer/MLOps Engineer to build and maintain the data infrastructure and machine learning platforms that power our insurance underwriting automation. You'll work at the intersection of data engineering and machine learning operations, ensuring our ML models are deployed efficiently and our data pipelines are robust and scalable. This role is 100% on-site at our corporate Headquarters in New York City.Required:4+ years of experience in data engineering or MLOpsStrong expertise in Python and SQLAdvanced knowledge of data pipeline orchestration (e.g., Airflow)Experience with ML experimentation and model tracking platforms (e.g., MLflow, Weights & Biases)Expertise in building and maintaining data warehouses and lakesStrong background in ETL/ELT processes and data modeling (e.g., dbt)Experience with container orchestration (e.g., Kubernetes) and CI/CD pipelinesProficiency with cloud platforms (e.g., AWS)Track record of implementing monitoring and observability solutions (e.g., Datadog)Experience integrating and managing multiple data sources via APIsKnowledge of data versioning tools and practices (DVC, Git LFS)Strong understanding of data security and compliance requirementsPreferred:Experience with interpretable ML methods (e.g., SHAP, LIME, rule-based models)Published work in ML/AI conferences or journals (NeurIPS, ICML, ICLR, AAAI)Experience with reinforcement learning or natural language processingKnowledge of insurance industry data structures and standardsBackground in feature store implementation and managementExperience with distributed computing frameworksStartup experienceUnderstanding of SOC II compliance requirementsWhat You'll Do:Design and implement scalable data pipelines for processing complex insurance dataBuild and maintain MLOps infrastructure for model deployment and monitoringIntegrate and manage data from multiple sources (commercial APIs, open-source datasets)Implement robust data versioning and lineage tracking for ML training datasetsDesign systems for periodic model updates and dataset refresh cyclesHelp to lead the implementation of data quality monitoring and validation systemsCollaborate with data scientists to streamline model deployment processesImplement and maintain data observability solutionsDrive best practices for data governance and documentationPlease note that any emails from recruiters will be printed, then ceremoniously disposed of.Note to All Applicants: Harbor.ai is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions, or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to Ops@.Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable; bonuses are not guaranteed.Harbor.ai is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state, and local law. We may use your information to maintain the safety and security of Harbor.ai, its employees, and others as required or permitted by law. Additionally, Harbor.ai participates in the E-Verify program in certain locations, as required by law.Harbor.ai is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at .

Created: 2025-01-09