Resumes show claims. We show proof. Analytics Engineers assessed on semantic layer architecture, dimensional modeling, and data contract implementation — 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 Analytics Engineer
0-2 Years
Entry-level profile with a strong foundation in SQL transformations, dbt basics, and warehouse fundamentals.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Hands-on experience writing dbt models and managing transformation workflows.
Familiarity with at least one cloud warehouse such as Snowflake, BigQuery, or Redshift.
Junior Developer Hourly Rate
Average Yearly Salary ~$107k /yr
Market
Signal
Growing Demand
Junior Analytics Engineers with dbt proficiency are increasingly sought as organizations modernize their data stacks.
Role: Mid Analytics Engineer
3-5 Years
Mid-level profile with proven expertise in dimensional modeling, metric layer design, and cross-team data governance.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Demonstrated ability to design and maintain dimensional models supporting multiple business units.
Experience implementing semantic layers using MetricFlow, AtScale, or equivalent tooling.
Mid Developer Hourly Rate
Average Yearly Salary ~$132k /yr
Market
Signal
Metric Consistency
Mid-level engineers who can solve metric drift across departments command premium rates.
Role: Senior Analytics Engineer
6+ Years
Senior profile with deep mastery of semantic layer architecture, Lakehouse fluency, and enterprise data product strategy.
REQUIREMENTS
Degree in Computer Science or equivalent practical training.
Proven track record implementing universal semantic layers across enterprise organizations.
Experience with open table formats like Apache Iceberg and Delta Lake for Lakehouse architectures.
Senior Developer Hourly Rate
Average Yearly Salary ~$178k /yr
Market
Signal
Architecture Demand
Senior Analytics Engineers with Lakehouse and semantic layer expertise are commanding premium compensation.
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
Analytics Engineering, 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 Analytics Engineering,' but you don't know:
Can they design a semantic layer that eliminates metric drift, or do they just write SQL transforms?
Have they implemented data contracts that prevent upstream changes from breaking downstream analytics?
Do they understand Lakehouse architecture with Iceberg, or are they limited to legacy warehouse patterns?
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 Analytics Engineering challenges you care about. You don't guess if they are good. You know.
Unverified Claim
Analytics Engineering 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 Analytics Engineers, we specifically test for semantic layer architecture, dimensional modeling, and data contract implementation. 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
Teams hiring Analytics Engineers often need complementary expertise in warehousing, orchestration, and visualization layers.
Everything you need to know about sourcing, assessing, and hiring top Analytics Engineers through our platform.
SAM presents candidates with a scenario where Sales and Finance report conflicting revenue figures. They must design a semantic layer solution using tools like dbt's MetricFlow to create a single source of truth. You receive a scored report on their dimensional modeling and governance approach.
Senior Analytics Engineers command average salaries between $166,000 and $190,000 annually, with high-growth hub premiums reaching $222,500. ConnectDevs operates on a flat $69/mo subscription with zero markup, eliminating the 20-25% placement fees typical of traditional agencies.
The Scout agent searches 800M+ public profiles for signals indicating dbt proficiency, warehouse expertise, and semantic layer experience. This delivers a targeted shortlist in days rather than the weeks typical of manual sourcing.
Data Engineers focus on pipeline infrastructure and data movement. Analytics Engineers specialize in transformation layers and metric consistency for business consumption. If your challenge is conflicting KPIs across departments, an Analytics Engineer solves that problem directly.
Critical. Modern Analytics Engineers must handle open table formats like Apache Iceberg and Delta Lake natively. These formats provide transactional consistency on open storage. Scout filters for candidates with demonstrated Lakehouse architecture experience alongside traditional warehouse skills.
SAM's evaluation includes a data contract scenario where candidates must define schema expectations and breaking change protocols with source systems. You receive competency scores on their governance approach before investing interview time, reducing the risk of hiring someone who cannot prevent downstream disruptions.