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Senior Software Engineer, Ingestion Team

Welcome to Medium, where words matter. Medium taps into the brains of the world’s most insightful writers, thinkers, and storytellers to bring you the smartest takes on topics that matter.

Medium

Employee count: 201-500

Salary: 175k-200k USD

United States only

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About Pryon:

We’re a team of AI, technology, and language experts whose DNA lives in Alexa, Siri, Watson, and virtually every human language technology product on the market. Now we’re building an industry-leading knowledge management and Retrieval-Augmented Generation (RAG) platform. Our proprietary, cutting‑edge natural language processing capabilities transform unstructured data into meaningful experiences that increase productivity with unmatched accuracy and speed.

The Opportunity:

The Ingestion team is responsible for everything that happens between content arriving from a connector and that content being ready for search and retrieval. This means document processing pipelines that handle parsing, text extraction, chunking, metadata enrichment, embedding generation, and index population — across every file format and content type our customers throw at us.

We’re in the middle of a significant architectural evolution — migrating from a legacy pipeline to a modern, workflow‑orchestrated architecture with cleanly separated processing stages: intake, transformation, enrichment, and indexing. The team is also actively designing the next iteration of the pipeline to push further on throughput and resilience.

This is real systems engineering: the problems are about scale, reliability, and the messy realities of processing millions of documents with wildly different structures.

The Ideal Candidate:

  • Is self‑driven and comfortable operating with autonomy inside a structured team
  • Gets energized by architectural challenges, not just feature work
  • Has the patience and discipline to improve existing systems while building new ones
  • Understands that pipeline engineering is about handling the 10,000 edge cases, not just the happy path
  • Is motivated by the mission: building the processing backbone that makes enterprise AI accurate and reliable
  • Communicates well in a remote‑first environment and collaborates naturally across team boundaries

In This Role You Will:

  • Design and build pipeline stages for our modern ingestion architecture - from document intake through embedding generation and index writing
  • Contribute to the design of next‑generation pipeline architecture as the system evolves
  • Improve system stability and scale: identify bottlenecks, reduce failure rates, and build observability into every stage
  • Work with workflow orchestration tools to manage complex, multi‑step document processing with retry logic, error handling, and state management
  • Handle the realities of document diversity: PDFs, HTML, Office formats, images, structured and semi‑structured data - all flowing through the same pipeline
  • Collaborate with the Connectors team (upstream) and Retrieval team (downstream) to ensure data flows cleanly across system boundaries
  • Participate in the ongoing migration from legacy systems, balancing new development with operational stability

What You'll Need to Be Successful:

  • 5+ years of software engineering experience, with meaningful time on data processing pipelines, ETL systems, or similar infrastructure
  • Strong proficiency in Python and/or Go
  • Experience with workflow orchestration tools — Temporal, Airflow, Prefect, Step Functions, or similar
  • Understanding of distributed systems patterns: queues, workers, backpressure, idempotency, retry strategies
  • Hands‑on experience with Kubernetes, Docker, Terraform, and Helm
  • Familiarity with message brokers and event streaming (Kafka, RabbitMQ, SQS, or similar)
  • Comfort working across cloud providers (AWS, Azure, GCP)

$175,000 - $200,000 a year

Benefits for Full Time Employees:

  • Remote first organization
  • 100% Company paid Health/Dental/Vision benefits for you and your dependents
  • Life Insurance, Short‑term and Long‑term Disability
  • 401k
  • Unlimited PTO

We are interested in every qualified candidate who is authorized to work in the United States. However, we are not able to sponsor or take over sponsorship of employment visas at this time.

Pryon will not consider race, religion, sex, sexual preference, or national origin in ways that violate the Nation's civil rights laws.

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About the job

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Posted on

Job type

Full Time

Experience level

Senior

Salary

Salary: 175k-200k USD

Location requirements

Hiring timezones

United States +/- 0 hours

About Medium

Learn more about Medium and their company culture.

View company profile

Welcome to Medium, where words matter. Medium taps into the brains of the world’s most insightful writers, thinkers, and storytellers to bring you the smartest takes on topics that matter. So whatever your interest, you can always find fresh thinking and unique perspectives.

We believe:

  • Great ideas can come from anywhere

  • People create better things together

  • Design matters at a deep level

We also care deeply about how media shapes the lives of individuals and the decisions of society — and we think it can be better.

We have a world-class engineering and design team, which we are looking to grow slowly and deliberately. Let us know if you're interested.

Employee benefits

Learn about the employee benefits and perks provided at Medium.

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Paid parental leave

Primary and secondary parental leave.

Retirement benefits

401(k) to help you invest in your future.

Learning and development budget

We have a generous education budget for each employee.

Healthcare benefits

Medium covers 100% of its employee's health premiums, and 70% of the premiums for their dependents

View Medium's employee benefits
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Medium

Company size

201-500 employees

Founded in

2012

Chief executive officer

Ev Williams

Employees live in

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