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59:46EN
Jane Street· 12 mars 2025In Young Cho on Trading Research and Finding Signal in Financial DataYaron Minsky, In Young Cho · Jane StreetIn Young Cho and Ron Minsky discuss the blurred lines between trading, research, and engineering, and why machine learning in markets is difficult.Machine LearningFintechSoftware engineering+2
5 diapositives12:43EN
Jane Street· 20 déc. 2024How OCaml Represents Values in MemoryA practical tour of immediate integers, heap blocks, runtime tags and variant constructors, illustrated with OCaml's Obj module.Software engineeringProgramming Languages
4 diapositives1:03:21EN
Jane Street· 9 déc. 2024Horace He on Building ML Systems for Trillion-Trillion OperationsHorace He · MetaHow GPU bottlenecks, compiler design and distributed parallelism shape the systems behind large-scale model training.GPU programming & kernelsDistributed training & inferenceMachine Learning+2
8 diapositives27:16EN
Jane Street· 15 nov. 2024Tudor Brindus on Finding and Reducing System JitterTudor Brindus · Jane StreetA memory ping-pong benchmark reveals how virtualization, interrupts, CPU frequency changes and speculation can disrupt low-latency systems.Software engineeringObservabilité et fiabilitéInfrastructure et déploiement
7 diapositives40:33EN
Jane Street· 23 oct. 2024Charlie Marsh on uv: Python Dependency Resolution and PerformanceCharlie Marsh · AstralThe Astral founder explains universal lockfiles, Python packaging constraints, and the data structures and cache design behind uv.Developer productivityProgramming LanguagesSoftware engineering
2:50EN
Jane Street· 16 oct. 2024Inside Jane Street’s 2024 Internship ProgramSanemi, Brian, Xavier, Abby, Marcus, In Young Cho · Jane StreetInterns and staff describe an 11-week program built around learning, collaboration and hands-on projects across several disciplines.CareersCompany CultureEducation
1:06:23EN
Jane Street· 14 oct. 2024Sylvain Gugger on Accelerating ML Models and Reproducing ResultsYaron Minsky, Sylvain Gugger · Jane StreetFrom learning-rate schedules to GPU bottlenecks and noisy market data, Sylvain Gugger explains how he approaches practical machine-learning performance.Fondamentaux du MLGPU programming & kernelsWorkflows de développement et tests+1
53:51EN
Jane Street· 7 oct. 2024Liora Friedberg on Solving Puzzles in ProductionYaron Minsky, Liora Friedberg · Jane StreetProduction engineering combines live incident response with software, process improvements and a culture that helps people learn from mistakes. Liora Friedberg and Ron Minsky explore the work at Jane Street.Observabilité et fiabilitéSoftware engineeringWorkflows de développement et tests
3 diapositives9:25EN
Jane Street· 1 oct. 2024Richard Eisenberg: Using OCaml’s Coercion OperatorRichard Eisenberg · Jane StreetA practical tour of subtyping, polymorphic variants and private type abbreviations, with no runtime conversion cost.Programming LanguagesSoftware engineering
3 diapositives7:17EN
Jane Street· 13 août 2024Erik and Martin Demaine on the Mathematics of Curved-Crease SculptureErik Demaine, Martin Demaine · MITThe MIT father-and-son collaborators turn paper folding into art and research, embedding puzzles and mathematical fonts in their sculpture Solve Me.MathematicsDesign
4 diapositives8:06EN
Jane Street· 7 août 2024How OCaml's Proposed Include Functor Syntax Reduces RepetitionRichard Eisenberg · Jane StreetA reverse-array example shows how to derive common module functions from a minimal implementation without an extra wrapper module.Programming LanguagesSoftware engineering
4:51EN
Jane Street· 2 août 2024How Jane Street’s Creative Engagement Team Shapes Company CultureTala, Lana · Jane StreetTeam members describe how events, design and digital projects bring colleagues together and introduce the firm to new people.Company CultureCreativityHiring+1
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Jane Street· 1 août 2024Rory on Production Engineering and Incident Support at Jane StreetRory · Jane StreetA production engineer describes monitoring order engines, responding to outages and building a supportive team.Observabilité et fiabilitéInfrastructure et déploiementCareers+1
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Jane Street· 18 juil. 2024JP on Machine Learning and Trading at Jane StreetJP · Jane StreetA Hong Kong equities trader describes his changing workday, the growth of research infrastructure, and the distinctive challenges of machine learning in finance.Machine LearningFintechInfrastructure et déploiement+1
2:46EN
Jane Street· 18 juil. 2024Matt on Machine Learning and Trading at Jane StreetMatt · Jane StreetA Hong Kong equities trader describes the challenges of financial data, the firm’s ML roles and its collaborative culture.Machine LearningIA en financeCareers+1
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Jane Street· 12 juil. 2024Erin Murphy on Designing Tools for Expert UsersYaron Minsky, Erin Murphy · Jane StreetFrom NASA scientists to Jane Street engineers, a UX designer explains how observation, drawing and collaboration reveal what complex tools need to do.Produit et UXDesignSoftware engineering+1
5 diapositives14:36EN
Jane Street· 24 juin 2024Programming with OCaml's Local ModeRichard Eisenberg · Jane StreetAn example shows how a local list can contain global values, why a non-escaping annotation alone does not ensure stack allocation, and where the experimental feature remains awkward.Software engineeringProgramming Languages
5 diapositives11:28EN
Jane Street· 13 juin 2024OCaml Local Types: Regional Parameters and Loop RegionsRichard Eisenberg · Jane StreetA demonstration explains why some local parameters can cross a function boundary and how loop regions reclaim allocations.Programming LanguagesSoftware engineering
3:11EN
Jane Street· 31 mai 2024Alok on Quantitative Research at Jane StreetAlok Puranik · Jane StreetA researcher describes projects, useful mathematical background and how candidates can prepare for interviews.CareersCompany CultureInvesting
4 diapositives9:14EN
Jane Street· 29 mai 2024OCaml Local Function Types: Why Partial Application Can EscapeRichard Eisenberg · Jane StreetRichard Eisenberg uses a list-append example to show how a local argument changes the mode of a partially applied function in Jane Street’s OCaml compiler branch.Programming LanguagesSoftware engineering
7 diapositives15:59EN
Jane Street· 7 mai 2024Tail Calls and Local Regions in OCamlRichard Eisenberg · Jane StreetA list-counting example reveals why a local closure can escape at a tail call, and how regional mode and [@nontail] affect the result.Programming LanguagesSoftware engineeringDeveloper productivity
3:30EN
Jane Street· 13 mars 2024Richard Eisenberg on Jane Street's OCaml ExperimentsRichard Eisenberg · Jane StreetJane Street's compiler team is exploring unboxed types, locality modes, and data-race-free parallelism to make OCaml's performance and memory management better suited to its needs.Programming LanguagesSoftware engineering
3 diapositives11:07EN
Jane Street· 29 févr. 2024How OCaml Locals Use a Separate StackRichard Eisenberg · Jane StreetA list example shows how region-scoped local values can avoid repeated garbage-collected allocations.Programming LanguagesSoftware engineering
5 diapositives23:25EN
Jane Street· 20 févr. 2024Richard Eisenberg: How OCaml Locals Reduce Garbage-Collected AllocationRichard Eisenberg · Jane StreetAn annotated list-processing example shows why locality must be preserved both when values are created and when functions consume them.Programming LanguagesSoftware engineering
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