Senior Data & Platform Engineer

📍 NYC (Hybrid) or US Remote | Competitive + Equity

About Avantos

Avantos is building the AI-native operating system for financial services — transforming fragmented data into a single, intelligent system that powers workflows, automation, and decision-making.

We’re a product-led, fast-moving team at the intersection of AI, fintech, and modern infrastructure.

 

The Role

We’re looking for a Senior Data & Platform Engineer to build the data and core platform and infrastructure layer that powers our AI systems.

This is not just about pipelines — it’s about creating the systems, tooling, and abstractions that enable engineers and AI workflows to move fast, safely, and reliably.

 

What You’ll Do

• Design and implement core backend systems and integrations that power the product.
• Design and build our data platform (orchestration, pipelines, developer workflows)
• Create scalable systems for data ingestion, transformation, and access
• Design data models and APIs that won’t collapse under growth.
• Make sane decisions about schemas, indexes, migrations, and performance.
• Own infrastructure for data + AI workloads (containers, orchestration, cloud services)
• Enable self-serve data workflows for engineering and product teams
• Improve observability, reliability, and performance across the data stack
• Support AI/ML systems (embeddings, vector data, model pipelines)
• Build tooling for document processing, metadata, and normalization

What We’re Looking For

• 7+ years in data engineering, platform engineering, or backend infrastructure

• A track record of shipping and owning production systems .

• Strong systems thinking (not just pipelines — platform mindset ) Backend system design and API design

• Data modeling and relational databases

• Performance , reliability, and failure modes

• Proficiency in Golang, SQL, Terraform, AWS

• Comfort in a fast-moving startup environment

Bonus

• LLMs / RAG, vector search, fintech or regulated systems
• Have startup or early-stage experience.

Why Join

• Build the foundation layer of an AI-native product
• High ownership + direct impact
• Work where data, platform, and AI converge

The Fit

You’re someone who doesn’t just move data — you build the systems that make data usable at scale.