QD Analyst Onboarding Program

2026 Fall AlgoGators New Analyst Training Program

AlgoGators Investment Fund — Internal Resource

How QD Onboarding Works

Quantitative Development builds and runs the infrastructure the rest of the fund depends on. Before you write a line of production code, you learn what that infrastructure serves — so onboarding runs in two tracks: four weeks embedded with Quantitative Research under Xander, then six weeks on systems with Jonah and John — a week each on the data pipeline and TradeNgin, then engineering practice and project time.

Weeks 1–4

Research Immersion

Embed with the QR desk under Xander. Learn the research workflow you will be building tools for.

Mentor

Xander — QR Lead

Your guide through Phase 1. You attend the same foundation sessions the QR analysts take.

Weeks 5–10

Systems Weeks

The data pipeline (W5) and TradeNgin (W6), then working inside them: design, scheduling, testing, and project time.

Mentors

Jonah & John

Your guides from Week 5 on. They own the pipeline and execution stack you will join.

Four-Phase Onboarding

Ten weeks, four phases — building from research context, through the two systems you will own, to running them yourself.

Phase 1 · Weeks 1–4

Quantitative Research Immersion

Mentor: Xander — QR Lead

Embedded with the QR desk

For your first four weeks you work directly under Xander, the QR Lead, attending the same foundation sessions as the research analysts. You cannot build good infrastructure for research you do not understand — this is where you learn it.

  • What defines a research edge & the Investment Proposal workflow
  • Derivatives & contract mechanics
  • FX & commodity markets
  • Fixed income & equity factors
Phase 2 · Week 5

Data Systems Pipeline

Mentors: Jonah & John

A week dedicated to data

A full week on the pipeline that feeds every strategy. Jonah and John walk you through how raw market and reference data become clean, query-ready inputs for research and execution.

  • Data sourcing & ingestion
  • Cleaning, validation & storage
  • Pipeline → research → backtest data flow
  • Monitoring & data-quality gates
Phase 3 · Week 6

TradeNgin — The Trade Engine

Mentors: Jonah & John

A week dedicated to execution

A full week on TradeNgin, the engine that turns signals into live orders. You follow a signal end to end — from the pipeline's output all the way to a placed order.

  • TradeNgin architecture & components
  • Signal-to-order execution path
  • Order routing, fills & market impact
  • Risk checks & live-system safeguards
Phase 4 · Weeks 7–10

Engineering Practice

Mentors: Jonah & John

Working inside the systems

Knowing the two engines is not the same as being able to add to them. These weeks cover how a new component plugs in, how it runs unattended, and how you prove it is right — then hand you time to build something yourself.

  • Component design, interfaces & live-system tradeoffs
  • Scheduling, deployment & handling secrets
  • Testing pipelines and backtests you can trust
  • Project time with your mentors

10-Week Onboarding Grid

Weeks 1–4 are the shared QR foundation sessions you attend under Xander. Weeks 5 and 6 are the QD systems weeks with Jonah and John — one dedicated to the data pipeline, one to TradeNgin. Weeks 7–10 are engineering practice and project time.