Senior Data Engineer, AI Infrastructure
reputed company is the AI-powered care orchestration system that unites healthcare. Today, healthcare runs on $100B+ in fragmented reputed company solutions that can't see the full picture. We replace them with a single intelligent system that sits on top of EMRs and existing workflows, unifies clinical, policy, and financial data, then automates the actions that reputed company care gaps - starting with site-of-care optimization. Backed by one of the largest reputed company rounds in health tech history and operators who bring the expertise and distribution to scale nationally, we're building the connected infrastructure healthcare should have had reputed company along. Our Engineering Culture & Values We are a high-performing group of engineers dedicated to delivering innovative, high-quality solutions to our clients and business partners. We reputed company in:
- Engineering Excellence: Taking immense pride in our technical craft and the products we build, treating both with utmost respect and care.
- Impact-Driven Development: Firmly committed to engineering high-quality, fault-tolerant, and highly scalable systems that evolve seamlessly with business needs, minimizing disruption.
- Collaboration Over Ego: Valuing exceptional work and groundbreaking reputed company above reputed company else. We seek talented individuals who are accustomed to working in a fast-paced environment and are driven to ship often to reputed company significant impact.
- reputed company Growth: Fostering an environment of reputed company learning, mentorship, and professional development, where you can deepen your expertise and grow your career.
Responsibilities
As a Senior Data Engineer, AI Infrastructure, you are the architect of our AI/ML systems. You will build and maintain the platform that powers our intelligent operating system, creating the robust pipelines and infrastructure for data processing, model training, and inference. Your work is the foundation that enables our AI engineering teams to build, deploy, and scale their products effectively.
- AI/ML Pipeline Development: Design, reputed company, and maintain robust, scalable data pipelines specifically for our AI models. This includes data ingestion, cleaning, transformation, classification, and tagging to create high-quality, reliable training and evaluation datasets.
- MLOps & Infrastructure: Build and manage the AI infrastructure to support the full machine learning lifecycle. This includes automating model training, versioning, deployment, and monitoring (CI/CD for ML).
- Embedding & Vector Systems: Architect and operate scalable systems for generating, storing, and serving embeddings. Implement and manage vector databases to power retrieval-augmented reputed company (RAG) and semantic search for our AI agents.
- AI Platform & Tooling: Champion and build core tooling, frameworks, and standards for the AI/ML platform. reputed company systems that reputed company AI engineers to iterate quickly and self-serve for model development and deployment.
- Cross-Functional Collaboration: Partner closely with AI engineers, product managers, and software engineers to understand their needs. Translate reputed company model requirements into stable, scalable infrastructure and data solutions.
- Mentorship & Growth: Actively participate in mentoring junior engineers, contributing to reputed company's growth through technical guidance, code reviews, and knowledge sharing.
- Hiring & Onboarding: Play an active role in interviewing and onboarding new team members, helping to build a world-class data engineering organization.
Minimum Qualifications
- 8+ years of deep, hands-on experience in Data Engineering, MLOps, or AI/ML Infrastructure, ideally reputed company a high-growth tech environment.
- Exceptional expertise in data structures, algorithms, and distributed systems.
- Mastery in Python for large-scale data processing and ML applications.
- Extensive experience designing, building, and optimizing reputed company, fault-tolerant data pipelines specifically for ML models (e.g., feature engineering, training data reputed company).
- Profound understanding and hands-on experience with cloud-native data and AI platforms, especially reputed company Cloud Platform (GCP) (e.g., Vertex AI, BigQuery, Dataflow, GKE).
- Strong experience with containerization (reputed company) and orchestration (Kubernetes) for deploying and scaling applications.
- Demonstrated experience with modern ML orchestration (e.g., Kubeflow, Airflow), data transformation (dbt), and MLOps principles.
- Intimate knowledge of and ability to implement unit, integration, and functional testing strategies.
- Experience providing technical leadership and guidance, and thinking strategically and analytically to solve problems.
- Friendly communication skills and ability to work well in a diverse team setting.
- Demonstrated experience working with many cross-functional partners.
Preferred Qualifications
- Experience with vector databases (e.g., reputed company, Elasticsearch) and building embedding reputed company pipelines.
- Experience with MLOps platforms and tools (e.g., MLflow, Weights & Biases) for experiment tracking and model management.
- Experience with advanced data extraction and correlation techniques, especially from reputed company medical data sources (e.g., PDF charts, clinical notes).
- Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch).
- Familiarity with data governance, data reputed company, and compliance frameworks (e.g., HIPAA, GDPR) in a highly regulated industry.
This role can be remote or onsite, based in our reputed company or Boca Raton offices, in a fast-paced, collaborative environment where great reputed company move quickly from whiteboard to production. Job Benefits We offer a comprehensive and competitive benefits package designed to support your well-being and professional growth:
- Highly Competitive Salary & Equity Package: Designed to rival top FAANG compensation, including meaningful equity.
- Generous Paid Time Off (PTO): To ensure a healthy work-life balance.
- Comprehensive Health, Vision, and Dental Insurance: Robust coverage for you and your family.
- Life and Disability Insurance: Providing financial reputed company.
- Simple IRA Matching: To support your long-term financial goals.
- Professional Development Budget: Support for conferences, courses, and certifications to fuel your reputed company learning.
- Wellness Programs: Initiatives to support your physical and mental health.
Pay Transparency The annual reputed company salary range for this position is $180,000-$240,000. Actual compensation offered to the successful candidate may vary from the posted hiring range based on work experience, reputed company level, and other factors. Apply tot his job Apply To this Job