Quanata · 9 hours ago
Senior Data Engineer, MLOps [Remote-US]
United States
Full-time
Remote
Senior Level, Lead/Staff
$213K/yr - $300K/yr
8+ years expQuanata is on a mission to help ensure a better world through context-based insurance solutions. They are seeking a Senior Data Engineer with a specialty in MLOps Engineering to drive model development and delivery best practices, operationalize data science solutions, and implement automation across the machine learning lifecycle.
AnalyticsArtificial Intelligence (AI)Big DataFinTechInformation TechnologySoftware
Responsibilities
Operationalize key data science solutions that enable risk‑prediction products across underwriting, pricing, claims routing, and marketing
Design and build ML pipelines using industry best practices, primarily leveraging AWS services like SageMaker, and integrating with tools such as MLflow for experiment tracking and data platforms like Snowflake
Stand‑up and operate a shared feature store (Snowflake Snowpark + Kafka) that supports both batch and real‑time feature retrieval
Own real‑time inference services, exposing low‑latency endpoints (SageMaker endpoints or EKS micro‑services) and managing blue/green or canary deployments
Implement comprehensive testing strategies (including Unit, integration, data validation, model validation, and performance testing) within robust CI/CD pipelines to maintain high platform quality
Enable ML Governance: Manage ML models and data versioning, experiment tracking, and reproducibility
Implement event‑driven orchestration that triggers automated retraining, evaluation, and redeployment based on data drift or business events
Monitor production models for performance, drift, and data quality—and drive automated remediation
Qualification
Required
Bachelor degree or equivalent relevant experience
8 years of industry experience with 2 years focused in MLOps and 2 years in software engineering or equivalent experience
Comprehensive experience in Python and docker
Familiarity with build tooling such as bash and bazel
Advanced proficiency in IaC principles and tools like Terraform
Demonstrated expertise in designing, deploying, and managing scalable and resilient MLOps solutions on AWS
Applied expertise in the end-to-end machine learning lifecycle, including data ingestion, preprocessing, model training, deployment, and production monitoring
Excellent written and verbal communication with a strong collaborative focus
Proficiency in designing and implementing workflows using tools like AWS Step Functions
Experience with CI/CD tailored for machine learning systems (e.g., automating model training, validation, and deployment)
Preferred
Experience in designing and developing large-scale distributed systems, complex APIs, or contributing significantly to platform-level software engineering projects
Proficiency in utilizing Snowflake's advanced capabilities for ML, such as Snowpark for Python/Java/Scala development, creating and managing user-defined functions (UDFs) for in-database scoring, or integrating directly with external model training and serving platforms
Prior experience working within the insurance industry or another highly regulated environment, demonstrating an understanding of pertinent regulatory, security, and data governance challenges
Benefits
Medical
Dental
Vision
Life insurance
Supplemental income plans for you and your dependents
A Headspace app subscription
Monthly wellness allowance
A 401(k) Plan with a company match
A one-time payment of $2K will be provided to cover the purchase of in-home office equipment and furniture at your discretion
All employees accrue four weeks of PTO in their first year of employment
New parents receive twelve weeks of fully paid parental leave which may be taken within one year after the birth and/or adoption of a child
All employees receive up to $5000 each year for professional learning, continuing education and career development
All team members also receive LinkedIn Learning subscriptions and access to multiple different coaching opportunities through BetterUp
Company
Quanata
Quanata is on a mission to help ensure a better world through context-based insurance solutions.
201-500 employees
H1B Sponsorship
Quanata has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (2)
2023 (7)
2022 (11)
2021 (12)
2020 (8)
Funding
Current Stage
Growth StageLeadership Team
Kathryn Vandiver
Vice President Of Engineering
Company data provided by crunchbase