Description review

Market Analyst

Douro Labs · Anywhere in the World · back to the listing

HR standards

59/100

needs work

Title ↔ description

80/100

solid

Reads as

Unclear

no confident match

What this role officially is

data analyst — ESCO, the EU occupation classification

Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.

Also known as: data warehousing analyst, data analysts, data warehouse analyst, data storage analyst

How others title the same work

Large employers

  • Operations Insights, Tax Stripe

Startups

  • Senior Data Analyst Camber
  • Senior Data Analyst Confido

What the listing never says

  • 25 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Douro Labs is the core development team behind the Pyth Network. We're looking for a Market Analyst to track the crypto markets, specifically prediction markets and perpetual futures, and turn that understanding into business opportunities for Pyth.

This role is for an analyst who can read the market and explain why it matters to us: someone who can pull on-chain and venue data to quantify a new trend one hour and write the report that convinces the team to act on it the next. You will serve as our eyes on two of the fastest-moving areas in crypto, covering the market side (monitoring events, trader conversations, volumes, and new venues across prediction markets and perps) and the product side (translating that research into a clear picture of our users and concrete opportunities for Pyth).

• Location: Remote (US or Europe)

• Type: Full-time

• Reports to: Head of Technical Operations

About Our Team and Your Role

We are a well-rounded team: half of us are tech whizzes, while the other half excel in building partnerships with institutional clients, prime brokers, and the global financial infrastructure community. Curiosity and rigor are key to how we operate.

Remote Work: Our team is spread across the globe, from the US and South America to Europe and Asia. We are a digital-first organization where remote work is the norm.

Startup-level Speed: We thrive in the dynamic DeFi space and need an analyst who can go from question to answer quickly, without waiting for direction.

The Mission: You will be shaping how Pyth grows in prediction markets and perpetual futures. As these markets expand and new venues launch, your research will inform where we build next and how we serve the teams building on our data.

About the Role

This is a hybrid research/strategy role. At the outset, you'll monitor prediction markets and perps day to day and connect what's happening to our business. Over time, your research is expected to directly shape product decisions and new opportunities across Pyth.

We want research that leads to action: every piece of work should end with a clear view on what it means for Pyth and what we should do about it.

Responsibilities

Market Monitoring

• Track news, launches, and structural shifts across prediction markets and perpetual futures

• Monitor the conversations where traders are active, including X, Discord servers, Telegram groups, and other trader communities, to spot sentiment shifts and emerging trends early

• Follow volumes, open interest, funding rates, and market share across major venues

• Connect recent events to their impact on Pyth and share timely takeaways with the team

• Maintain a current view of the competitive landscape, including oracles and data providers serving these markets

User Research

• Research prediction market and perps protocols to understand how they use price data

• Map who our users are, what they need, and where current solutions fall short

• Build dashboards and datasets the team can use to follow these markets

Product Opportunities

• Turn research findings into concrete product ideas for Pyth

• Size opportunities using market and on-chain data

• Work with product, engineering, and BD to prioritize and pressure-test ideas

• Track how launched initiatives perform against the original thesis

Research and Reporting

• Write clear, convincing research reports for internal and external audiences

• Present findings and recommendations to leadership

• Build a repeatable research process the team can rely on

About You

• Background as an analyst at a crypto research firm or in a research/data role at a perps exchange or prediction market

• Deep understanding of prediction market and perpetual futures market structure

• Active in trader communities and comfortable picking up signal from X, Discord, and Telegram

• Proficient with data analysis tools (SQL, Python, Dune or similar)

• Strong writer with a track record of research that drives decisions

• Analytical and a self-starter, comfortable owning a research agenda independently

• Comfortable with startup pace and evolving scope

Think you've got what it takes to build the most talented team in the world? We'd love to meet you.

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 8 points (from 67 before penalties). Reviewed 1 Oct 2026.