Jobless Developer
Lumafield logo
Lumafield

Posted 29 days ago

Open

Staff Backend Software Engineer

San FranciscoOn-siteFull-time

AI Summary

Senior backend software engineer focusing on building scalable Python services, data-heavy workflows, and cloud infrastructure for a cloud platform dealing with large image data.

About this role

About Lumafield:

Lumafield was founded in 2019 to upgrade manufacturing.

We are engineers with deep experience across the product development cycle, from initial ideas to shipping hardware, across industries and specializations, who became frustrated by the cost and complexity of modern manufacturing. So we decided to upgrade it.

Engineers make million-dollar decisions every day, and they need tools that give them the greatest possible insight into their products. By offering unprecedented visibility into products, as well as AI-driven tools that highlight problems and generate quantitative data, Lumafield promises to revolutionize the way complex products are created, manufactured, and used across industries. We started with industrial CT scanning, which for us was the most valuable but underutilized tool in the manufacturing toolbox, enabling us to rapidly inspect essential components non-destructively.

We rebuilt the whole system, from X-ray capture, to computer vision analysis, to web-based collaboration, to the entire business model, making the most advanced manufacturing tech more accessible to every industry. Our company, like our platform, is designed for upgrades. We’re building for greater intelligence, autonomy, and speed. For deeper vision, operational excellence, and powerful insights. And then we'll upgrade it all again.

Lumafield is headquartered in Cambridge, MA, and has an office in San Francisco, CA.

About the role:
On Lumafield’s Backend team, you work on the core of our cloud platform from REST APIs through to massively parallelized data processing pipelines operating on our X-Ray and CT image data. We leverage Python in order to move quickly but ensure that we’re getting the most out of the language through usage of powerful frameworks and parallelism concepts. Our backend team also owns their code all the way through deployment; you’ll work to build your code into Docker containers and deploy them to our different environments including cloud Kubernetes clusters and on-premises servers.

What you'll do:

  • Own backend architecture for cloud software supporting Neptune, Triton, and Voyager (services, APIs, persistence, async processing, storage and compute integrations).

  • Design, build, and operate scalable Python backends (Django / DRF), Celery pipelines, and REST APIs with strong reliability, performance, and observability.

  • Lead complex, data-heavy workflows: uploads, project/scan lifecycle, recipe automation, task orchestration, and algorithm integration.

  • Architect AWS usage for backends: S3, RDS/Aurora/Postgres, IAM, networking; design SageMaker and related ML job flows (invocation, data paths, security, failure modes, cost) with ML and platform partners.

  • Coach and mentor engineering team members across the organization in architecture best practices and principles.

  • Collaborate closely with product managers and engineering leadership to align technical objectives with business deliverables.

  • Get your hands dirty and build – expect to be hands-on and building regularly

    • About you:

  • Bachelor’s Degree in Engineering or a related field

  • 10+ years of experience developing software, mostly backend

  • Expert Python; 5+ years shipping production backends (Django / DRF a strong fit).

  • Deep PostgreSQL and AWS data/storage (S3, RDS/Aurora); solid IAM and VPC-aware patterns

  • 5+ years production AWS; practical SageMaker (or similar) for services you orchestrate, not only notebooks.

  • Async systems: Celery + Redis or equivalent—queues, retries, idempotency, backpressure, prod debugging

  • 2+ years of startup experience

  • Owned architecture for complex, cloud-hosted, data-heavy products.

  • Demonstrated ability to coach and mentor engineering peers on architectural principles.

  • Experience designing for and complying with SOC2, ISO27001, ITAR, and other security compliance frameworks and standards

    • Bonus points for:

  • Extensive experience with high-traffic, data-intensive web applications.

  • Django + Celery at meaningful scale.

  • Deep expertise in Kubernetes and AWS architecture, security, and optimization.

  • High-throughput or large-payload APIs and pipelines.

  • Regulated or export-controlled environments

    • Skills

    Async ProcessingAWSCeleryData PipelinesDjangoDjango REST FrameworkDockerGitIAMKubernetesMachine Learning PipelinesMicroservicesPostgreSQLPythonRDS/AuroraREST APIS3SagemakerSQLVPC

    Explore related jobs

    More jobs at Lumafield

    Similar Async Processing jobs

    Jobs in San Francisco

    Browse these categories

    AWS JobsData Pipelines JobsDjango JobsDocker JobsGit Jobs