Expert Intake · Routed Work · Managed Bench

Join the managed expert bench

Routed work. QA'd delivery. No marketplace dynamics.

No bidding
Work is routed to you based on capability
QA + SLAs built-in
We handle quality control
Kadlo systems
Operate in our environment
Permanent path
High performers get hired full-time

How it works

1

Apply → Vetting

We review your background, run calibration tasks, assess fit.

2

Calibration → Track assignment

Based on performance, you're placed in a capability track.

3

Routed work → Measured quality

Work comes to you based on availability + track. We QA outputs before delivery.

4

Ongoing → Permanent placement

High-performing experts can be hired full-time by buyers.

Open roles

Browse current openings or apply generally below

Staff MLE (LLM Infra)

Own retrieval/router/harness; ship cost/latency/quality wins.

LLM InfraLLM Infra & MLOps
$1,400–2,800/day or FTEView details →

Inference/Serving Engineer (GPU)

Optimize serving stacks (vLLM/TensorRT/ONNX); throughput & latency at scale.

LLM InfraLLM Infra & MLOps
$1,400–2,400/day or FTEView details →

Prompt/Router Engineer

Design router strategies, caching, prompt trims; wire evals to release gates.

Prompt/RouterLLM Infra & MLOps
$1,200–2,000/day or FTEView details →

MLOps Engineer

CI/CD for models; evals as gates; monitoring & observability.

MLOpsLLM Infra & MLOps
$900–1,800/day or FTEView details →

Evaluation Engineer (LLM)

Design & run evals; author failure taxonomies; propose guardrails.

Safety/PII ReviewerAI Safety & Eval
$900–1,800/day by tierView details →

AI Red‑Team Analyst

Generate adversarial prompts, categorize failures, recommend mitigations.

Red‑teamAI Safety & Eval
$1,400–2,800/day by tierView details →

Safety Policy Mapping Specialist

Translate policies (GDPR/AU Privacy/PII) into executable rulesets & tests.

Policy MappingAI Safety & Eval
$1,200–2,200/dayView details →

Retrieval QA Lead

Define sampling, gold sets, and acceptance for RAG pipelines.

Retrieval QALLM Infra & MLOps
$1,000–1,800/dayView details →

Retrieval Relevance Judge (RAG)

Judge answer vs. source passages; write concise rationales; maintain gold sets.

Retrieval QALLM Infra & MLOps
$900–1,600/day or taskView details →

Prompt Librarian / Evaluator

Curate prompt variants; run eval A/Bs; version prompts with metadata.

Prompt/RouterLLM Infra & MLOps
$900–1,600/dayView details →

Data Platform Engineer (Quality & Lineage)

Build pipelines for clean, compliant data; lineage & PII controls.

Data GovernanceData Quality & Governance
$1,000–1,800/day or FTEView details →

Privacy Engineer (AI)

Design PII detection/redaction; retention controls; privacy by design.

Privacy EngineeringData Quality & Governance
$1,200–2,200/day or FTEView details →

Dataset QA/Labeling Lead

Draft labeling guides, consensus rules; resolve edge cases; refresh gold sets.

Dataset QAData Quality & Governance
$900–1,600/dayView details →

Model Risk Manager (AI)

Own risk frameworks, validation, and documentation for regulated AI.

Model RiskFinServ & Regulated AI
$1,400–2,400/day or FTEView details →

AI Governance Lead

Policy, controls, and monitoring for AI systems in regulated contexts.

AI GovernanceFinServ & Regulated AI
$1,400–2,400/day or FTEView details →

Finance Document Annotator (Statements/Filings)

Annotate entities/sections in bank statements, invoices, 10-Ks; write rationales.

Finance HITLFinServ & Regulated AI
$900–1,600/day or taskView details →

KYC/AML Case Reviewer

Triage alerts, SOW rationales, escalation notes; map policies → rules.

Finance HITLFinServ & Regulated AI
$1,200–2,000/day or taskView details →

Claims/Underwriting SME (Annotator)

Label outcomes/coverage clauses for insurance/fintech use-cases; define acceptance criteria.

Finance HITLFinServ & Regulated AI
$1,200–2,200/day or taskView details →

Ledger/GL Reconciliation Rater

Verify extraction → chart of accounts; flag mismaps; maintain gold sets.

Finance HITLData Quality & Governance
$1,000–1,800/day or taskView details →

Model Risk Labeler (Validation Sets)

Build validation sets by risk category; document rationales per SR 11-7 style.

Finance HITLFinServ & Regulated AI
$1,200–2,200/dayView details →

Smart‑Contract Auditor (ZK a plus)

Audit EVM contracts; fuzzing; formal specs where appropriate.

Smart‑Contract SecuritySmart‑Contract Security & ZK
$1,400–2,800/day or FTEView details →

Formal Verification Engineer

Write specs, use model checkers; prove critical properties for protocols.

Formal VerificationSmart‑Contract Security & ZK
$1,800–3,200/day or FTEView details →

Fuzzing Engineer (Protocols)

Build fuzzing harnesses; discover vulnerabilities at scale.

FuzzingSmart‑Contract Security & ZK
$1,200–2,200/day or FTEView details →

Staff Software Engineer (Go/Rust/Python)

Own platform work for AI products: latency, reliability, and shippability.

Systems/BackendBuilders — Core Systems & Applied AI
$1,400–2,200/day or FTEView details →

Platform/Runtime Engineer (AI Products)

Own observability, performance, and CI/CD for AI-powered services.

Platform/ObservabilityBuilders — Core Systems & Applied AI
$1,200–2,000/day or FTEView details →

Applied‑AI Product Engineer

Ship AI features with eval harnesses, monitoring, and reliability mindset.

Applied AIBuilders — Core Systems & Applied AI
$1,200–2,000/day or FTEView details →

SDK/Agent Framework Engineer

Build SDKs and agent frameworks with versioning, samples, and docs.

SDK/FrameworksBuilders — Core Systems & Applied AI
$1,200–2,000/day or FTEView details →

Protocol Engineer (Rust/Solidity)

Ship protocol features with security hygiene; spec → impl → test vectors.

Protocol EngineeringBuilders — Protocol (Web3)
$1,400–2,600/day or FTEView details →

SDK/Client Engineer (Web3)

Build protocol SDKs and client libraries with versioning and samples.

SDK/ClientBuilders — Protocol (Web3)
$1,200–2,000/day or FTEView details →

Runtime/Performance Engineer (Web3)

Optimize protocol runtimes for throughput, latency, and resource efficiency.

Runtime/PerformanceBuilders — Protocol (Web3)
$1,400–2,200/day or FTEView details →

ML Engineer (Recommendations/Ranking)

Ship ranking models & A/B tests for product growth.

RecSys/RankingE‑commerce & Growth AI
$1,200–2,200/day or FTEView details →

Experimentation Platform Engineer

Own experiment infra; guardrails and stat sanity; pipeline integrations.

Experimentation PlatformE‑commerce & Growth AI
$1,200–2,200/day or FTEView details →

General application (fast track)

Don't see a perfect match? Apply once and we'll route you to the right Track. Be ready to complete a short calibration task.

We reply within 5 business days. This is a managed bench; you won't be publicly listed.