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Data Scientist - Blockchain Analytics

Apply advanced data science techniques to analyze blockchain data and derive actionable insights. You'll work with our AI and Research teams to develop models that enhance security, identify patterns, and power intelligent decision-making in decentralized systems.

Location

Toronto, Canada (Hybrid)

Employment Type

Full-time

Location Type

Hybrid (2 days in office)

Department

Research

Years of Experience

3-5

Responsibilities

- Analyze on-chain data to identify patterns and anomalies\n- Develop predictive models for blockchain activity\n- Create dashboards and visualizations of blockchain metrics\n- Collaborate with AI and Security teams on threat detection\n- Research and implement novel data science approaches for blockchain\n- Build data pipelines for blockchain data extraction\n- Present findings to technical and non-technical stakeholders

Qualifications

- Advanced degree in Data Science, Statistics, or related field\n- Strong programming skills in Python or R\n- Experience with data visualization tools\n- Knowledge of machine learning and statistical modeling\n- Familiarity with blockchain technology and on-chain data\n- Experience with big data technologies\n- Strong analytical and problem-solving skills

Preferred Skills

- Experience with graph analytics\n- Knowledge of blockchain explorers and APIs\n- Familiarity with MEV analysis\n- Background in cybersecurity or fraud detection

Technologies

Python, SQL, TensorFlow, Pandas, dbt, Tableau, Dune Analytics

Interview Process

Technical Assessment, Data Challenge, Team Interview, Presentation

Benefits

- Competitive compensation package\n- Remote-first work environment\n- Conference and training budget\n- Comprehensive benefits package\n- Token-based incentives and equity options\n- Flexible working hours\n- Professional development opportunities

Application Start Date

1 juillet 2025 à 00:00:00

Application Deadline

15 juin 2025 à 00:00:00

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/** * Wix Custom Code — paste into Settings → Custom Code → Body end (All pages) * on https://www.idxsolana.io/ * * Requires a hidden Wix Subscribe form on the site (same page or any page * loaded by the docs iframe bridge). 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Add a hidden Wix Subscribe form to this site.", }); return; } var input = form.querySelector('input[type="email"]'); if (!input) { reply(event, { type: "idx-footer-newsletter-error", message: "Email field not found." }); return; } var submit = findSubmitControl(form); if (!submit) { reply(event, { type: "idx-footer-newsletter-error", message: "Submit button not found." }); return; } input.focus(); input.value = email; input.dispatchEvent(new Event("input", { bubbles: true })); input.dispatchEvent(new Event("change", { bubbles: true })); watchSubmitResult(form, event); try { if (typeof form.requestSubmit === "function") { form.requestSubmit(submit); } else { submit.click(); } } catch (e) { reply(event, { type: "idx-footer-newsletter-error", message: "Could not submit form." }); } } window.addEventListener("message", function (event) { if (!isAllowedOrigin(event.origin)) return; var data = event.data; if (!data || data.type !== "idx-footer-newsletter") return; var email = String(data.email || "").trim(); if (!email) { reply(event, { type: "idx-footer-newsletter-error", message: "Email is required." }); return; } submitEmail(email, event); }); })(); /** * Wix Velo — paste into Backend → http-functions.js on https://www.idxsolana.io/ * Publish the site after saving. * * Endpoint: POST https://www.idxsolana.io/_functions/newsletter_subscribe * * Only enable browser fetch after this is deployed AND working: * NEXT_PUBLIC_WIX_NEWSLETTER_USE_HTTP=true * * Until then, docs uses postMessage bridge (wix-footer-form-bridge.js) — no CORS. */ import { ok, badRequest, response } from "wix-http-functions"; import { contacts } from "wix-crm-backend"; const ALLOWED_ORIGINS = [ "https://docs.idxsolana.io", "http://localhost:3000", "http://localhost:3010", ]; function resolveOrigin(origin) { if (!origin) return null; if (ALLOWED_ORIGINS.indexOf(origin) !== -1) return origin; if (/^http:\/\/localhost:\d+$/.test(origin)) return origin; return null; } function corsHeaders(origin) { const headers = { "Access-Control-Allow-Methods": "POST, OPTIONS", "Access-Control-Allow-Headers": "Content-Type", "Content-Type": "application/json", }; if (origin) { headers["Access-Control-Allow-Origin"] = origin; } return headers; } export function options_newsletter_subscribe(request) { const origin = resolveOrigin(request.headers.origin); return response({ status: 204, headers: corsHeaders(origin), }); } export function post_newsletter_subscribe(request) { const origin = resolveOrigin(request.headers.origin); const headers = corsHeaders(origin); if (!origin) { return response({ status: 403, headers: { "Content-Type": "application/json" }, body: { error: "Forbidden" }, }); } return request.body .text() .then(function (text) { var body = {}; try { body = JSON.parse(text || "{}"); } catch (e) { return badRequest({ body: { error: "Invalid JSON body." }, headers: headers }); } var email = String(body.email || "").trim(); if (!email) { return badRequest({ body: { error: "Email is required." }, headers: headers }); } return contacts .findOrCreateLabel("Subscriber") .then(function (label) { return contacts.appendOrCreateContact({ emails: [{ email: email, tag: "MAIN", primary: true }], labelKeys: [label.key], }); }) .then(function () { return ok({ body: { success: true }, headers: headers }); }); }) .catch(function (error) { return badRequest({ body: { error: error.message || "Could not subscribe." }, headers: headers, }); }); } /** * Wix Custom Code — paste into Settings → Custom Code → Body end (All pages) * on https://www.idxsolana.io/ * * Requires a hidden Wix Subscribe form on the site (same page or any page * loaded by the docs iframe bridge). 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Try again." }); } var observer = new MutationObserver(function () { var success = root.querySelector('[data-hook="success-message"], [data-testid="successMessage"]'); if (success) finish(true); var error = root.querySelector('[data-hook="error-message"], [data-testid="errorMessage"]'); if (error && error.textContent && error.textContent.trim()) { finish(false, error.textContent.trim()); } }); observer.observe(root, { childList: true, subtree: true, characterData: true }); var timer = setTimeout(function () { finish(true); }, 4000); } function submitEmail(email, event) { var form = findSubscribeForm(); if (!form) { reply(event, { type: "idx-footer-newsletter-error", message: "Subscribe form not found. Add a hidden Wix Subscribe form to this site.", }); return; } var input = form.querySelector('input[type="email"]'); if (!input) { reply(event, { type: "idx-footer-newsletter-error", message: "Email field not found." }); return; } var submit = findSubmitControl(form); if (!submit) { reply(event, { type: "idx-footer-newsletter-error", message: "Submit button not found." }); return; } input.focus(); input.value = email; input.dispatchEvent(new Event("input", { bubbles: true })); input.dispatchEvent(new Event("change", { bubbles: true })); watchSubmitResult(form, event); try { if (typeof form.requestSubmit === "function") { form.requestSubmit(submit); } else { submit.click(); } } catch (e) { reply(event, { type: "idx-footer-newsletter-error", message: "Could not submit form." }); } } window.addEventListener("message", function (event) { if (!isAllowedOrigin(event.origin)) return; var data = event.data; if (!data || data.type !== "idx-footer-newsletter") return; var email = String(data.email || "").trim(); if (!email) { reply(event, { type: "idx-footer-newsletter-error", message: "Email is required." }); return; } submitEmail(email, event); }); })();