Applied Methods
~The MetaEngineeringBackend Engineer

Backend Engineer

Backend Engineers at AI companies build and operate the server-side systems that AI products and infrastructure run on—distributed services, REST APIs, data pipelines, and the databases behind them. The day-to-day is classical backend work: designing services for reliability and scale, optimizing query performance, instrumenting observability, owning on-call and SLOs, and partnering with product and frontend teams to ship features end-to-end. AI-specific surfaces—high-throughput inference serving paths, telemetry pipelines for GPU-dense infrastructure, agent runtime systems—appear in some of these jobs, particularly at infrastructure and platform companies, but the canonical role is recognizable as backend engineering across any high-growth software business. Backend Engineers typically sit within product, platform, or core services teams, often as the foundational layer that both product engineers and ML engineers build on top of.

$ titles --canonical
Staff Software Engineer - BackendSenior Software Engineer - BackendSoftware Engineer - Backend
Open Jobs499
Companies Hiring100
$ expectations --role backend-engineer

Measured across 496 of 499 open postings.

32%
expect AI in the role's own work
10% state it as a requirement
7%
work directly with customers
11%
manage people
Senior
most common level
37% of open postings
BY LEVEL

This role is advertised at 3 levels, so a single figure for the role would describe none of them. Experience and pay are the midpoints for each level on its own.

LevelShareMedian yearsMedian pay
Mid30%(150)4$259k
Senior37%(182)5$250k
Staff / Principal31%(153)8$295k

A dash means too few postings stated it to report a midpoint. Most companies do not publish a salary band, so pay is indicative rather than a market rate. 3 levels with fewer than 10 open postings are not shown.

WHAT THEY ASK FOR, VERBATIM

“Design and build scalable agentic systems, backend services and data-processing workflows that transform complex, unstructured customer data into reliable, structured outputs”

Axion · Senior/Staff Software Engineer, AI Insights

“Experience rationally leveraging AI coding assistants and LLMs (e.g., Claude, Cursor, Gemini) to accelerate development”

Astronomer · Senior Software Engineer, Core Platform

“You'll leverage agentic AI tools as part of your daily workflow”

Taktile · Senior Backend Engineer - Team Atlas

“design, build, and operate the systems that connect models with search at ChatGPT scale”

OpenAI · Software Engineer, Search Infrastructure
$ barriers
39%
advertised as remote
of postings that state a work mode
25%
state a degree requirement
3%
need a security clearance
89%
still advertised a month later
4 points slower than the board

Requirements are a share of every open posting, so a role missing from this list is one where almost nobody asks. Work mode is different: many postings never say, so that figure counts only the ones that do. A posting stops being advertised when it is filled, cancelled or reorganised, so read the last figure as how long these stay on the market, not as time to hire.

$ flow --cohort backend-engineer

Share of new postings expecting AI in the person's own work, by the week they appeared. Measured on the same 124 companies throughout, every one of them tracked since 18 May, so the line is not moved by us adding companies.

0%35%70%18 May: 35.3% of 17 postings25 May: 25% of 20 postings1 Jun: 40% of 10 postings8 Jun: 42.9% of 21 postings15 Jun: 26.7% of 15 postings22 Jun: 50% of 20 postings29 Jun: 46.2% of 13 postings6 Jul: 25% of 16 postings13 Jul: 38.9% of 18 postings20 Jul: 23.8% of 21 postings27 Jul: 43.8% of 16 postings3 Aug: 43.5% of 23 postings10 Aug: 38.1% of 21 postings17 Aug: 41.2% of 17 postings24 Aug: 35.3% of 17 postings31 Aug: 43.8% of 16 postings7 Sept: 17.6% of 17 postings14 Sept: 54.5% of 22 postings21 Sept: 50% of 16 postings41%18 May21 Sept

Line is a four-week average; dots are individual weeks, 18 postings each on average. Weekly values span 37 points across this window, so read the line, not the gap between two dots.

$02

Skills

What companies are looking for in this role.

$ skills --core

Backend and API engineering

92%

Distributed systems architecture

77%

Systems performance optimization

38%

Data pipeline engineering

35%

Cloud infrastructure operations

32%

Monitoring and observability

30%

Database and storage engineering

29%

Incident response and reliability

22%

Security engineering

14%

Technical program management

13%

Infrastructure automation and IaC

10%

Full-stack product engineering

10%

Developer platform engineering

10%
$ skills --emerging

Agent system architecture and development

10%
$ skills --soft

Mentoring and code review

18%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Gomoderate
Javamoderate
Pythonmoderate
C/C++low
C++low
Rustlow
Scalalow
SQLlow
TypeScriptlow
$ tech --framework
Apache Sparklow
gRPClow
Reactlow
$ tech --platform
AWSmoderate
Azuremoderate
Kubernetesmoderate
Apache Kafkalow
Dockerlow
Google Cloud Platformlow
PostgreSQLlow
$ tech --tool
Terraformlow
$ tech --concept
AI agentslow
$04

Open Jobs

499 open Backend Engineer jobs across 100 companies.

Scale AI1d
Senior Software Engineer, Identity
San Francisco, CA; New York, NY; Washington, DC·Engineering
OpenAI1d
Software Engineer, API Agents
San Francisco·Engineering
Granola1d
Product Engineer (Backend)
London·Engineering
Abnormal Security2d
Senior Software Engineer - Product Data Gateway
Hybrid - Bangalore, India·Engineering
Axion2d
Senior/Staff Software Engineer, AI Insights
San Francisco, CA·Engineering
Nebius2d
Senior Software Engineer (YDB Team)
London, United Kingdom·Engineering
Databricks3d
Software Engineer (Backend - SDE 2)
Bengaluru, India·Engineering
Astronomer4d
Senior Software Engineer, Core Platform
New York City·Engineering
Anthropic1w
Staff+ Software Engineer, Safeguards Data
New York City, NY·Engineering
Taktile1w
Senior Backend Engineer - Team Atlas
Berlin Office·Engineering
Waymo2w
Senior Backend Engineer, Security
Mountain View, CA, USA ; San Francsico, CA, USA·Engineering
OpenAI2w
Software Engineer, Search Infrastructure
San Francisco·Engineering
Crusoe2w
Senior Staff Software Engineer, Billing Platform
San Francisco, CA - US·Engineering
OpenAI2w
Staff & Software Engineer, Payments & Billing, Consumer Monetization
San Francisco·Engineering
Abnormal Security2w
Software Engineer II - Critical Email Products
Remote - Singapore·Engineering
Waymo2w
Senior Software Engineer, Configuration & Experiments
Mountain View, CA, US; San Francisco, CA, US·Engineering
Runway2w
Support Systems Engineer
Remote·Engineering
Block2w
Software Engineer, Privacy Engineering
Bay Area, CA, United States of America·Engineering
Crusoe2w
Senior Software Engineer, CAPE
San Francisco, CA - US·Engineering
Apollo2w
Senior Backend Engineer
Remote, Canada·Engineering