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Backend Engineer - Extensions

Fundamental · United States

Location
United States
Workplace
Remote
Employment
Full time
Level
Mid level
Posted
2 months ago

About this role

About Fundamental

Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict.

At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI.

About the role

In this role, you'll develop, and productize data science capabilities that enhance and expand our product performance on real enterprise use cases - working across a wide range of prediction tasks, data types, and business domains. You'll go deep on hard data science problems, collaborate closely with R&D on product capabilities, and ship production-grade work that has a direct impact on Production use cases.


Key responsibilities

  • Own the reliability, performance, and scalability of Extensions capabilities end to end

  • Design and build distributed workflows that are efficient, reproducible, and observable in production

  • Collaborate closely with Data Scientists on the team to deeply understand requirements and translate them into engineering decisions

  • Identify and resolve performance bottlenecks, ensuring Extensions capabilities meet the latency and throughput demands of enterprise deployments

  • Contribute to architectural decisions around how Extensions integrates with the broader NEXUS backend

  • Write clean, well-tested Python code and hold a high bar for code quality across the team

  • Contribute to internal engineering documentation and help establish best practices for backend development within the team

Must have

  • 5+ years of backend engineering experience, with a strong focus on Python

  • Excellent Python skills - you write clean, idiomatic, well-tested code and know the language deeply

  • Solid experience designing and operating distributed systems at production scale

  • Strong understanding of concurrency, task execution, and workflow orchestration patterns

  • Experience building systems that are reproducible, observable, and easy to debug in production

  • Ability to work closely with non-engineering counterparts and translate complex requirements into reliable implementations

  • Strong ownership mindset - you drive work end to end and care about outcomes, not just output

Nice to have

  • Hands-on experience with workflow orchestration systems such as Temporal, Dramatiq, Celery, or equivalent

  • Familiarity with ML infrastructure or experience working alongside data science teams

  • Experience with high-throughput data processing pipelines

  • Exposure to Kubernetes and container-based deployment environments

  • Background in performance profiling and optimization of Python services

Benefits

  • Competitive compensation with salary and equity

  • Comprehensive health coverage for you and your dependents

  • Paid parental leave for all new parents, inclusive of adoptive and surrogate journeys

  • Relocation support for employees moving to join the team in one of our office locations

  • A mission-driven, low-ego culture that values diversity of thought, ownership, and bias toward action

As published by Fundamental. Applications are handled on their site.

Skills this posting mentions

Artificial IntelligenceNexusConcurrency Design

About Fundamental

For decades companies have relied on archaic tools to inform decisions and make bets on the future. Until now. Fundamental empowers businesses to turn gambles into guarantees and determine their future with far greater accuracy than ever before. Built by DeepMind alumni and trusted by Fortune 100 enterprises, NEXUS is our most powerful Large Tabular Model (LTM). By revealing the hidden language of tables, NEXUS unlocks trillions of dollars of value by giving businesses the Power to Predict™.

All 23 openings at Fundamental

One click, then it is written

Apply to Fundamental with a resume written for this role.

Queue Backend Engineer - Extensions and I read the posting, rewrite your resume against it, draft the cover letter, and score the fit. Then you press send, or press one button and I fill in Fundamental’s form for you.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • 25 sent a week, free
  • No card
  • Nothing sent until you say so

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Put this to work

Paste your career in once. Every application after that is written for you.

Drop a resume or a LinkedIn URL. I rank the live openings against it, rewrite the resume and write a cover letter for the best of them, and fill in the employer's form when you press the button. You read, you decide what goes out.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • New matches ranked and written before you are up.
  • Every bullet stays inside what your history supports. Nothing invented.
  • Queued, submitted, interviewing, offer: one screen, not a spreadsheet.

500 free credits on sign-up. No card. Nothing is sent until you say so.

Listed from the job board Fundamental publishes. Refolk is not the employer and does not handle their hiring. Applications go to Fundamental directly.