{"id":164630,"url":"https://alion.io/job/jump-trading-data-scientist-post-trade-analytics","title":"Data Scientist | Post Trade Analytics","company":{"id":58634,"name":"Jump Trading","domain":"jumptrading.com","url":"https://alion.io/company/jump-trading","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"B","score":83,"open_postings":92,"ghost_share":0.207,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":105,"computed_at":"2026-10-17T05:46:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Hong Kong"],"countries":["HK"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":57000,"max_usd":156000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":865},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"Python","optional":false},{"name":"Machine Learning","optional":true},{"name":"SQL","optional":true}],"status":"live","first_seen_at":"2026-01-20T10:28:21Z","employer_posted_date":"2026-10-12","last_verified_at":"2026-10-17T11:36:22Z","board_verified":true,"closed_at":null,"days_open":270,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":269},"description":"Jump Trading Group is committed to world-class research. We empower exceptional talent in Mathematics, Physics, and Computer Science to seek scientific boundaries, push through them, and apply cutting-edge research to global financial markets. Our culture is unique. Constant innovation requires fearlessness, creativity, intellectual honesty, and a relentless competitive streak. We believe in winning together and unlocking unique individual talent by fostering collaboration and mutual respect. At Jump, research outcomes drive more than superior risk-adjusted returns. We design, develop, and deploy technologies that change our world, fund start-ups across industries, and partner with leading global research organizations and universities to solve complex problems.\nJump Trading's Post-Trade Analytics (PTA) Team is the firm's central source of truth for understanding how we trade. We measure, analyze, and optimize every dimension of our trading activity across all global markets. Our team builds the foundational analyses that traders and quantitative researchers rely on daily to make critical decisions. Operating across highly diverse datasets, our core infrastructure collects, organizes, and stores billions of data points every day, powering the analytics behind a wide array of trading strategies.\nThe primary role of the PTA team Data Scientist is to undertake cutting edge analysis on this data to uncover competitive edges. The role offers the opportunity to develop both business and technical expertise, while significantly contributing to Jump's business through the mining and enrichment of data.\nWhat You'll Do:\nIdentify relationships between business metrics and changes on the infrastructure technology\nPartner with trading teams to perform post trade statistical analysis on trading performance\nConduct research for the purpose of modeling exchange performance\nDevelop mathematical methodology to quantify the impact that specific internal applications have on general performance\nDesign innovative anomaly detection algorithms to detect performance degradation\nDevelop and improve quantitative research frameworks using Python, C++, and other software systems\nOther duties as assigned or needed\nSkills You’ll Need:\nThe ideal candidate will have the ability to work closely with and collaborate across trading and trading infrastructure teams. We are looking for an individual who is instinctively curious, self-driven, keen to dive into the complex world of HFT, and has demonstrated an ability to independently drive tasks and projects to completion in a team environment\nAt least 3+ years of programming experience in Python with a data science and analytics focus\nStrong data intuition combined with a healthy skepticism for easy conclusions\nExcellent problem solving abilities\nExperience in documenting and communicating analysis to both technical and business audiences.\nBackground in statistics\nExperience with C++ is a plus.\nExperience with SQL is a plus.\nPractical experience with Machine Learning technics is a plus.\nUnderstanding of network protocols (IP, UDP, TCP, Ethernet) is a plus.\nReliable and predictable availability","description_format":"text","description_chars":3164,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Hedge Funds & Alternative Investments"],"lifecycle":[{"event":"open","at":"2026-01-20T10:28:21Z"}],"visa":[],"liveness":{"score":12,"band":"cold","label":"Long shot","p_open":1,"p_active":0.432,"p_room":0.28,"age_days":269,"expected_fill_days":105,"reasons":["conf:0","velocity","win:tail","crowd:"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/jump-trading-data-scientist-post-trade-analytics","json_url":"https://alion.io/job/jump-trading-data-scientist-post-trade-analytics.json","meta":{"generated_at":"2026-10-17T12:57:32Z","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":17322,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":58634},"rest":"https://alion.io/mcp/rest/get_company?id=58634"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fjump-trading-data-scientist-post-trade-analytics"},{"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%2Fjump-trading-data-scientist-post-trade-analytics"},{"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%2Fjump-trading-data-scientist-post-trade-analytics"},{"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/jump-trading-data-scientist-post-trade-analytics\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fjump-trading-data-scientist-post-trade-analytics"}]}