OPERATIONS HOMEWORK ·Operations Analyst, Market Data, Alpaca
ⓘ Independent job-application page. Not affiliated with, endorsed by, or operated by Alpaca. Public information as of 12 November 2026.

Homework for my application to Alpaca Operations Analyst (Market Data).

The sources behind Alpaca's feeds, the CT Plan transition due in 2027, how competitors license data, a month-end calendar, and a working desk for usage reporting, entitlements and audits.

1 Mar 2027
deadline for new CT Plan agreements
15 days
after month end to file UTP and CT Plan reports
3 years
audit lookback at UTP, Nasdaq and the CT Plan
$1,000
new monthly IEX real-time access fee, Nov 2026
00

Summary

The seat

Keep every feed Alpaca redistributes licensed, reported and auditable: agreements and renewals, monthly usage reports per source, partner redistribution evidence, and the switch that turns a feed on or off.

The clock

CTA and UTP become one CT Plan on 1 April 2027. Alpaca and every partner that redistributes SIP data need new DataCT agreements by 1 March 2027. That falls inside a new hire's first four months.

What I bring

A working desk for the monthly cycle: counts from raw entitlement logs, pro and non-pro settled, partner evidence checked, reports by source with due dates, CT Plan fee preview and an audit re-run.

01

Alpaca market data in context

Alpaca sells data two ways: plans for Trading API users and plans that Broker API partners pass to their own customers. The second route is redistribution, and it is where licensing work concentrates.

Plan or feedWhat is publicLicensing consequence
Basic (free)Real-time IEX only; options on the indicative feed.IEX's 1 Nov 2026 schedule sets a $1,000 monthly real-time TOPS access fee, so the free plan now has a direct cost line.
Algo Trader Plus ($99/month)Real-time SIP (CTA and UTP) and OPRA options.Every subscriber is reported monthly, professional or non-professional, per tape and to OPRA.
Broker API standard plans"Real time IEX or 15 mins delayed SIP"; options add $1,000/month.Delayed SIP redistribution carries a $250 UTP fee today and becomes fee free under the CT Plan, but still needs a licence.
Overnight (boats, overnight)Blue Ocean ATS feed and a derived Alpaca overnight feed.Derived data is its own licensing category; BOATS publishes no fee schedule, so terms sit in the agreement.
OTC (otc)Broker partners only, FINRA tape O.A separate source and agreement to track.
Nasdaq Data, March 2026Named "preferred market data provider" for Broker API. Product not named.A new upstream agreement, new reporting and new partner entitlements to administer.

The build-out is visible on the job board: a Product Manager for Market Data posting that mentions "multiple new exchange onboardings in flight", a Market Data marketing role opened the same day as this one, and an engineering team on stocks, options, crypto and FX.

02

Source map

Each customer feed draws on one or more licensed sources. Each source has its own fees, report and audit rules. Public schedules, read 12 Nov 2026.

SourceAdministratorPro / user / monthNon-proReport dueAudit lookback
CTA Tape ANYSE for the CTA Plan$45 to $19 by device band$1.00MonthlyNot stated in the schedule
CTA Tape BNYSE for the CTA Plan$23$1.00MonthlyNot stated in the schedule
UTP Tape CNasdaq for the UTP Plan$24$1.00Within 15 days of month end3 years
OPRAOPRA LLC$31.50 per device$1.25 down to $0.60, tieredAt least monthlyRecords kept 3 years
IEX TOPSIEX ExchangeNo per-user feeNoneMonthly report for the new-subscriber rebatePer agreement
Nasdaq BasicNasdaq$28.50 (2026)$1.00Monthly summary and detail3 years plus interest
Blue Ocean ATSBlue OceanNot publicNot publicPer agreementPer agreement
03

Competitive map

Data vendors that sell to fintechs all run the same licensing machinery. How well they run it shows up as onboarding speed and as surprises on a customer's bill.

ProviderHow it handles licensingGap Alpaca can use
Massive (formerly Polygon.io)Individual and business plans; non-pro limited to natural persons; business plans for redistribution; on the OPRA and IEX vendor lists.Data only. A partner still needs a broker for execution and a second contract.
DatabentoVenue fees passed through and billed monthly in advance; redistribution rights by dataset; online non-pro attestation; carries BOATS.Clear pricing and paperwork, aimed at quant and institutional buyers.
Intrinio, XignitePublish exchange-licensing guides for clients; on the OPRA vendor list.Data vendors with no brokerage behind them.
Tradier, Interactive BrokersBrokers that also distribute data; on the OPRA vendor list.Closest model to Alpaca, with less of an API-first partner business.
IEX CloudShut down 31 Aug 2024 on three months' notice.Fintechs remember it. Licensing continuity is part of what a partner buys.

Alpaca's own line in its Market Data PM posting: "Nobody else is both the execution layer and the data layer." The ops job is to make that one contract easy to license and safe to audit.

★

The CT Plan transition

On 1 April 2027 the CTA Plan (Tapes A and B) and the UTP Plan (Tape C) become one Consolidated Tape Plan administered by DataCT. The SEC approved its fee schedule on 26 June 2026.

1 Oct 2026
Licensing portal opens
1 Mar 2027
New agreements signed

Firms without them lose SIP data at go-live.

1 Apr 2027
CT Plan fees and policies live
17 May 2027
First CT Plan report due

April usage. The 15th is a Saturday, so it rolls to Monday.

ItemCTA and UTP todayCT Plan from 1 Apr 2027Work for Alpaca
Professional feeTape A $45 to $19 by band; B $23; C $24Tape A flat $26; B $23; C $24 per individualRe-price pro plans sold to partners.
Non-professional fee$1.00 per tape$0.90 for the first 2,000, falling by bracket to $0.25 above 1 millionRetail scale now lowers the unit cost; model it per tape.
Non-pro testRegistration basedUsage based, one attestation across tapes, each person counted onceRebuild the partner attestation flow.
Redistributor fee$1,000 per tape$1,155 per tapeBudget line.
Delayed redistribution$250 per month at UTPNot fee liable, still licensedKeep delayed-only partners on file.
Non-display categoriesCTA Category 3 covers trading platformsCategory 1 covers electronic trading systemsRemap before the first report to avoid a silent mis-report.
ReportingUTP NORA portal, NYSE vendor reporting, separate codesOne administrator, one portal, 15th after month endNew report codes and a reconciled April baseline.

The demo carries a CT Plan readiness board for partners and prices every month under both schedules side by side.

04

JD duties, my plan

DutyHow I would run itIn the demo
New licences and renewalsOne register with term, renewal, notice period and the act-by date; reviews scheduled 45 days before each notice date.Licence register
Track terms so nothing lapsesObligations listed per agreement (reports, attestations, display statements, record keeping) with owners.Licence register
Monthly usage reportingCounts from the entitlement system, deduplicated per person per source, reconciled to last month, filed before the due date.Month-end run
Partner redistribution licensingEvidence per partner per source with expiry; chasers before expiry; CT Plan agreements tracked separately.Entitlements
Enable and disable feedsA feed goes on only with valid evidence and a contract line; every change logged with a reason.Entitlements
Audits and inquiriesRe-run past months from raw logs, price any difference, send the evidence pack with the root cause and the fix.Audit
Improve and automateScripted extracts and checks in SQL or Python; one source of truth for partner evidence.Whole desk
Customer support on feeds and licensingTemplate answers for pro status, delayed data, display statements and non-display declarations.Draft chasers
05

Month-end calendar

Dates are US Eastern calendar days. A weekend deadline rolls to the next business day.

WhenTaskRule
Day 1 to 3Pull the entitlement extract; run duplicate, status and evidence checks; send partner chasers.Missing non-pro questionnaires count as professional until they arrive.
Day 4 to 8Resolve exceptions; explain swings over 25%; review non-display declarations.Misclassification is back-billed (OPRA: to the approval date).
By day 15File UTP and, from April 2027, CT Plan reports; file OPRA and Nasdaq reports.UTP and CT Plan: 15 days after month end.
Within 2 monthsCorrections to filed reports.Credits only within two months.
AlwaysKeep entitlement files, agreements and attestations.Three-year lookback at UTP, Nasdaq and the CT Plan.
06

Public pages, cross-checked

A few places where public pages differ. Small items, and the kind of drift that creates support tickets.

ItemOne page saysAnother says
IEX market shareAlpaca docs: IEX is "~2.5% of the market volume".IEX's own site: 8.6% of US equities volume (Q3 2026).
Algo Trader Plus API limitalpaca.markets/data plan table: "Unlimited".The same page's header and the docs: 10,000 calls per minute.
Historical depthData page: "7+ years".Docs: since 2016.
IEX costFree plan presented as the no-subscription feed.IEX's 1 Nov 2026 schedule adds a $1,000 monthly real-time access fee and a 75% rebate on new external subscribers.
07

First 90 days

Days 1 to 30
Own the cycle
  • Shadow then file one full month of reports.
  • Build the agreement register with act-by dates.
  • List every partner, feed and evidence item.
Days 31 to 60
CT Plan
  • Alpaca's DataCT agreements through legal.
  • Partner re-papering tracker with weekly status.
  • Non-display category and report code remap.
Days 61 to 90
Automate
  • Scripted monthly extract and exception checks.
  • Feed gating tied to evidence expiry.
  • An audit pack that can be produced in a day.
08

Method & sources

Role: Operations Analyst, Market Data, Alpaca (public job posting, 2026).

Alpaca's docs, data page, blog and job board; fee schedules and policies from the CTA Plan, UTP Plan, DataCT, OPRA, IEX, Nasdaq and Cboe; vendor pages from Massive, Databento, Intrinio and Xignite. Read 12 Nov 2026.

The demo is my own build for this application. Its partners, usage logs and licence dates are fictional. Fee figures are public headline rates; agreements can differ.

Demo: alpaca-md-ops.pages.dev · CT Plan transition · CT Plan fee schedule · CTA charges · UTP data policies · OPRA fees · IEX fee schedule · Nasdaq price list · Alpaca market data docs · Nasdaq Data announcement

Independent homework for the Alpaca Operations Analyst role · 2026 · edwardtay.com