Resumes show claims. We show proof. FastAPI Developers assessed on async/sync boundary management, race condition prevention, and AI pipeline integration — so you interview candidates, not question marks.
No credit card required.
Talent Marketplaces give you a resume. We give you the source code.
Candidate A
Software Engineer
Self Reported
2024
Experience
5 years React / Frontend Development
No portfolio links
Previous Roles
X-Corp
Tech Solutions Inc.
Education
B.S. Computer Science — State University
• UNVERIFIED CLAIM
Verified ProofedVerified Engineer
ConnectDevs Intelligence Dossier
SAM TECH SCORE
98/100
CODE QUALITY
A+
TECHNICAL INTERVIEW HIGHLIGHTS
Play Recorded Proof
const solveHardProblem = (data) => {
return data.reduce((acc, val) => {
// Verified optimal O(n) solution
return { ...acc, [val.id]: val.performance };
}, {});
};DECISION-READY DATA
You set the criteria. Scout ranked the matches. Now choose who's worth your time.
7 Years
89%
Match Score
FinTech Global
Georgia Institute of Technology
B.S. Computer Science
2012 - 2016
Alex Mercer
Senior Mobile Engineer
2021 – Present
7 Years
89%
Match Score
FinTech Global
Georgia Institute of Technology
B.S. Computer Science
2012 - 2016
Sarah Chen
Senior Mobile Engineer
2021 – Present
7 Years
89%
Match Score
FinTech Global
Georgia Institute of Technology
B.S. Computer Science
2012 - 2016
David Rodriguez
Senior Mobile Engineer
2021 – Present
We analyze thousands of placements to give you real-time salary data for every experience level.
Role: Junior FastAPI Developer
0-2 Years
Entry-level profile with a strong foundation in Pydantic schemas, async endpoint design, and automatic OpenAPI documentation.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Hands-on experience building REST APIs with FastAPI routing and Pydantic validation.
Familiarity with async/await syntax and basic understanding of ASGI servers.
Junior Developer Hourly Rate
Average Yearly Salary ~$85k /yr
Market
Signal
AI Backend Growth
FastAPI's dominance in AI-native backends is driving increased demand for junior talent with async foundations.
Role: Mid FastAPI Developer
3-5 Years
Mid-level profile with proven expertise in structured concurrency, async database integration, and high-throughput API optimization.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Demonstrated ability to implement async patterns that avoid blocking the event loop under load.
Experience integrating FastAPI with async-compatible ORMs like SQLAlchemy 2.0 or Tortoise.
Mid Developer Hourly Rate
Average Yearly Salary ~$125k /yr
Market
Signal
Performance Premium
Mid-level FastAPI developers with proven async optimization skills command premium rates in 2026.
Role: Senior FastAPI Developer
6+ Years
Senior profile with deep mastery of ASGI architecture, AI pipeline integration, and production-grade async system design.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Proven track record architecting FastAPI services handling 400+ requests per second with sub-15ms latency.
Experience integrating LLM workflows including context window management and agent orchestration.
Senior Developer Hourly Rate
Average Yearly Salary ~$160k /yr
Market
Signal
AI Integration Surge
Senior FastAPI developers with LLM pipeline experience are in exceptional demand for AI-native products.
Traditional agencies take weeks. Our Intelligence Engine runs in parallel to deliver decision-ready profiles in real-time.
Hour 0
Signal Ingestion
You define the stack. Scout maps intent signals across 550M+ profiles.
Hours 2–24
Parallel Processing
Scout scans candidate profiles while Pilot launches multi-channel outreach. The system works asynchronously while you sleep.
Scout
Mass Ingestion
Parsing your role. Scanning 800M+ engineers. Surfacing matches—live results.
Pilot
Engagement
Sending interview invites. Tracking responses. Moving candidates to SAM—pipeline
SAM
Validation
Conducting interviews. Evaluating skills. Compiling decision-ready report now
const score = validate(dev);
if (score > 0.92) dispatch(shortlist);
Hour 48
You Receive Your Shortlist
3 Decision-Ready Profiles delivered to your dashboard.
STATUS: READY
Intelligent Shortlist
Candidates Found
1,204
Validated Skills
FastAPI, Node, Go
Top Matches
03
Marketplaces show you profiles. We show you capability.
The Problem
When you browse a talent marketplace, you are guessing. You see a resume that claims '5 Years FastAPI,' but you don't know:
Do they understand what happens to the event loop when they accidentally call a synchronous database driver inside an async endpoint?
Can they mitigate race conditions in uniqueness validations when handling hundreds of concurrent requests?
Have they integrated LLM workflows with proper context window management, or do they just call OpenAI APIs naively?
The Solution
ConnectDevs removes the guesswork. We don't just send profiles; we send Structured Intelligence. Every candidate is interviewed by SAM against the specific FastAPI challenges you care about. You don't guess if they are good. You know.
Unverified Claim
FastAPI Developer
5 Years Experience
Verified Proof
CODE CHALLENGE
Solve a problem using algorithms
SAM INTERVIEW
Discuss alternative approaches and their trade-offs
TECH SCORE
98/100 Algorithm Score
GITHUB AUDIT
Active Open Source Contributor
For FastAPI Developers, we specifically test for async/sync boundary management, race condition prevention, and AI pipeline integration. You get the raw data before you even interview.
Agencies charge a markup every hour. We charge a flat platform fee. You keep the savings.
Number of developers
3 Devs
1
10
Role seniority
Base Salary: $120,000
Includes 35%
Zero Markup
Estimated Yearly Savings
If SAM doesn't surface interview-ready candidates your LinkedIn search missed—you pay nothing.
FLEXIBLE
0%
Zero Markup
We don't inflate developer rates or take recruitment fees.
Cancel Anytime
No lock-ins. No notice required. Keep your data.
Average time-to-shortlist
Global Talent Network
Everything you need to know about sourcing, assessing, and hiring top FastAPI Developers through our platform.
SAM's evaluation presents scenarios where synchronous database calls inside async endpoints would block the event loop. The assessment scores candidates on their understanding of thread pool executors, async-compatible drivers, and structured concurrency with Python 3.11+ TaskGroups.
Senior FastAPI developers command salaries around $160,000 annually, reflecting the premium for async expertise and AI integration skills. ConnectDevs operates on a flat $69/mo subscription with zero markup, versus 20-35% from traditional agencies.
Scout searches 800M+ public profiles for signals like async Python contributions, ASGI deployment experience, and AI/ML pipeline integration. This delivers a targeted shortlist in days rather than the weeks typical of manual sourcing.
FastAPI has become the standard for AI-native backends due to its async performance and Pydantic integration. For products embedding LLM workflows, FastAPI developers with experience in context window management and agent debugging are the optimal choice.
SAM tests candidates on implementing proper locking strategies, handling uniqueness validations under concurrent writes, and using database-level constraints as the final safety net. The evaluation scores their understanding of async concurrency hazards.
Every ConnectDevs engagement provides raw assessment data upfront, including competency scores and recorded technical interviews. Audit the data before you invest interview time to minimize the risk of a costly mis-hire.