{"id":3224856,"url":"https://alion.io/job/swish-analytics-senior-quantitative-researcher-risk-modeling","title":"Senior Quantitative Researcher - Risk Modeling","company":{"id":3781961,"name":"Swish Analytics","domain":"swishanalytics.com","url":"https://alion.io/company/swishanalytics-2","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Teamtailor","truth_index":{"grade":"B","score":75,"open_postings":4,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-27T05:46:45Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":["San Francisco, United States"],"countries":["US"],"hiring_countries":["US"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":116000,"max_usd":210000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":397},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Time Series","optional":false},{"name":"C++","optional":true},{"name":"Rust","optional":true}],"status":"live","first_seen_at":"2026-02-18T18:34:06Z","employer_posted_date":"2026-02-18","last_verified_at":"2026-10-27T04:06:44Z","board_verified":true,"closed_at":null,"days_open":250,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":250},"description":"Company Description\nSwish Analytics is a sports analytics and trading company building the next generation of predictive sports analytics and exchange-based trading products. We believe that profitable trading is a challenge rooted in engineering, mathematics, and market expertise-not intuition. We're seeking team-oriented individuals with an authentic passion for quantitative trading who can execute in a fast-paced environment without sacrificing technical excellence.\nAs we expand our presence on betting exchanges, we're building infrastructure and strategies akin to those found in traditional financial markets. Our challenges are unique, and we hope you're comfortable in uncharted territory.\nRole Overview\nAs a Senior Quantitative Researcher, you will own end-to-end research and production pipelines for one or more trading strategies. You'll lead research initiatives that generate alpha and improve execution quality, mentor junior researchers, and collaborate closely with our Trading desk to translate quantitative insights into profitable systematic strategies while maintaining rigorous risk management.\nCore Responsibilities\nOwn end-to-end research and production pipelines for a strategy\n\nLead alpha research initiatives leveraging advanced statistical and machine learning techniques\n\nProcess and analyze high-frequency tick data, order book snapshots, and market microstructure signals with sub-millisecond latency requirements\n\nAnalyze price formation, market liquidity dynamics, and limit order book imbalances across electronic venues\n\nBuild and run Monte Carlo simulations to estimate P&L distributions, risk exposures, and portfolio dynamics\n\nDevelop, backtest, and optimize quantitative trading strategies with rigorous statistical validation\n\nInterpret complex model outputs and communicate alpha generation mechanisms to portfolio managers\n\nWrite modular, clean, and efficient Python code; build custom analytics libraries and research frameworks\n\nLead design reviews and establish data quality and research reproducibility standards\n\nGuide 1-2 junior researchers through project delivery and model development\n\nProactively engage with traders and infrastructure teams to clarify research objectives and resolve data dependencies\n\nRisk Modeling\nDesign and maintain real-time risk monitoring systems across multi-asset portfolios\n\nBuild models for dynamic position sizing, portfolio optimization, and factor exposure management\n\nDevelop stress testing and scenario analysis frameworks for tail-risk events and regime changes\n\nCollaborate with Trading and Risk Management to define VaR limits, leverage constraints, and implement automated risk controls\n\nRequirements\nMinimum of 5 years of experience in quantitative research, systematic trading, or statistical modeling\n\nMaster's degree in a quantitative discipline (Mathematics, Statistics, Physics, Computer Science, Financial Engineering) strongly preferred; PhD a plus\n\nExpert-level Python skills; able to build production-grade research and trading systems\n\nStrong SQL skills; experience with complex queries on tick databases and time-series datasets\n\nDeep experience with Monte Carlo methods, stochastic calculus, and probabilistic modeling\n\nProven ability to develop, backtest, and deploy systematic trading strategies with demonstrable P&L\n\nExperience processing high-frequency tick data and real-time market feeds\n\nFamiliarity with AWS or similar cloud infrastructure for large-scale backtesting and research\n\nTrack record of mentoring junior quantitative researchers\n\nExcellent communication skills; ability to present complex quantitative research to portfolio managers and trading desks\n\nExperience designing enterprise-grade risk management systems with real-time Greeks calculation\n\nStrong understanding of factor models, correlation structure, concentration risk, and portfolio attribution\n\nNice to Have\nProficiency in Rust, C++, or other systems languages for performance-critical components\n\nExperience with MLOps, model monitoring, and adaptive retraining pipelines for regime detection\n\nBackground in derivatives pricing, options market making, or volatility arbitrage\n\nFamiliarity with FIX protocol, Betfair or Matchbook API experience, and ultra-low-latency trading infrastructure\n\nSwish Analytics is an Equal Opportunity Employer. All candidates who meet the qualifications will be considered without regard to race, color, religion, sex, national origin, age, disability, sexual orientation, pregnancy status, genetic, military, veteran status, marital status, or any other characteristic protected by law. The position responsibilities are not limited to the responsibilities outlined above and are subject to change. At the employer’s discretion, this position may require successful completion of background and reference checks. Base salary is one hundred and fifty to two hundred and fifty thousand (plus bonus), depending on experience.","description_format":"text","description_chars":4945,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-25T05:24:14Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 2 · green card filings: 1","filings_12m":2,"filings_prev_12m":1,"green_card_filings_12m":1,"median_offered_wage_usd":179167,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":0}],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.207,"p_room":0.28,"age_days":250,"expected_fill_days":35,"reasons":["conf:1","velocity","win:tail","crowd:"],"computed_at":"2026-10-27T05:46:45Z"},"pay":null,"html_url":"https://alion.io/job/swish-analytics-senior-quantitative-researcher-risk-modeling","json_url":"https://alion.io/job/swish-analytics-senior-quantitative-researcher-risk-modeling.json","meta":{"generated_at":"2026-10-27T09:00:59Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":9944,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-28T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":3781961},"rest":"https://alion.io/mcp/rest/get_company?id=3781961"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fswish-analytics-senior-quantitative-researcher-risk-modeling"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fswish-analytics-senior-quantitative-researcher-risk-modeling"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fswish-analytics-senior-quantitative-researcher-risk-modeling"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/swish-analytics-senior-quantitative-researcher-risk-modeling\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fswish-analytics-senior-quantitative-researcher-risk-modeling"}]}