L5 Senior shows up in 61% of verified DE interview rounds, more than L3, L4, and L6 combined. The corresponding comp band runs $210K to $490K total. L6 Staff accounts for 17% of rounds and pays $235K to roughly $700K. Company tier predicts roughly three-quarters of the variance inside each level.
Sliced from 1,042 verified rounds and 275 companies. Bands, tier deltas, remote comps, and the negotiating levers senior candidates actually pull.
L5 round share
L6 round share
L5 TC ceiling
Companies in set
Source: DataDriven analysis of 1,042 verified data engineering interview rounds.
5-8 years experience
Google, Meta, Apple, Netflix, Stripe, Databricks
Base
$185K-$240K
Equity/yr
$80K-$200K/yr
Bonus
$20K-$50K
Total Comp
$285K-$490K
Uber, Airbnb, Snowflake, LinkedIn, Block, Instacart
Base
$175K-$220K
Equity/yr
$50K-$150K/yr
Bonus
$15K-$40K
Total Comp
$240K-$410K
Public SaaS companies, large fintech, established startups
Base
$160K-$195K
Equity/yr
$20K-$80K/yr
Bonus
$10K-$25K
Total Comp
$190K-$300K
Banks, consulting firms, retail, healthcare
Base
$155K-$185K
Equity/yr
$0-$20K/yr
Bonus
$10K-$30K
Total Comp
$165K-$235K
8-15+ years experience
Google, Meta, Apple, Netflix, Stripe, Databricks
Base
$215K-$280K
Equity/yr
$150K-$350K/yr
Bonus
$30K-$70K
Total Comp
$395K-$700K
Uber, Airbnb, Snowflake, LinkedIn, Block
Base
$195K-$250K
Equity/yr
$100K-$250K/yr
Bonus
$20K-$50K
Total Comp
$315K-$550K
Public SaaS, large fintech, established startups
Base
$180K-$230K
Equity/yr
$40K-$120K/yr
Bonus
$15K-$35K
Total Comp
$235K-$385K
Banks, consulting, retail, healthcare
Base
$175K-$215K
Equity/yr
$0-$40K/yr
Bonus
$15K-$35K
Total Comp
$190K-$290K
Five variables move the senior comp number. Ranked by effect size from the dataset: tier explains about 75% of variance inside a level, location another 10%, negotiation 8%, scope 5%, skills 2%. Yes, skills are last. That's the uncomfortable part.
The same L5 engineer earns $190K TC at a Tier 2 company and $400K+ TC at Tier 5. Company selection is the single largest lever on compensation. Moving from Tier 3 to Tier 5 at the same level can double your TC.
Each level bump (L5 to L6, L6 to L7) typically adds $100K-$200K in annual TC at top companies. The gap widens at higher tiers because equity scales with level.
Location adjustments range from 0% to -25% for US-based remote work. International roles see larger adjustments. Some companies pay nationally, eliminating this factor entirely.
Within a given level, strong interview performance can push you to the top of the band. Weak performance lands you at the bottom. The delta is typically $30K-$80K in TC at top companies.
Experience matters for leveling, but within a level, a 6-year L5 and an 8-year L5 earn roughly the same. Performance and scope drive compensation more than tenure once you are leveled.
The salary ranges above reflect SF/NYC markets. Here is how other locations compare. These adjustments vary by company; some pay the same everywhere, others adjust aggressively.
San Francisco / New York
0% (baseline)
Bay Area and NYC are the highest-paying markets. All ranges above reflect these metros.
Seattle / Los Angeles
-5% to -10%
Slightly lower cost of living but strong tech presence keeps salaries close to SF/NYC.
Austin / Denver / Chicago
-10% to -20%
Growing tech hubs with lower cost of living. Some companies pay national rates regardless.
Remote (US-based)
-10% to -25%
Varies widely by company policy. Some pay national rates (Stripe, Airbnb). Others adjust by location (Google, Meta). Always ask during the offer stage.
International (Europe, LATAM, India)
-30% to -60%
Large variation by country. London and Zurich pay closest to US rates. Most international markets pay significantly less in total comp, especially equity.
At L5+, negotiation can add $50K-$150K to your total comp. The difference between accepting the first offer and negotiating well is often larger than a year of raises.
61% of rounds are L5. 33% of rounds are phone-screen SQL. Those two numbers decide where most of your prep time should go.