Machine Learning Engineer (Satoshi)

FalconX
·
Posted: 
August 24, 2023
·
Onsite
Job Commitment
Full-time
Job Commitment
Mid Level
Job Function
Dev & Engineering
Salary
N/A
Job Commitment
Full-time
Experience Level
Mid Level
Workplace Type
Onsite
Job Function

This job is closed

We regret to inform you that the job you were interested in has now been closed. Although this specific position is no longer available, we encourage you to continue exploring other opportunities on our job board.

About the position

FalconX is seeking a Machine Learning Engineer to join their team and focus on their core platform stack. The engineer will be responsible for developing and optimizing models, as well as building scalable, distributed systems. This role is crucial in introducing a new product line that integrates seamlessly with FalconX's Prime Brokerage platform, with a strong emphasis on blockchain, wallets, and platforms. The successful candidate will contribute to the company's vision of creating an open financial system and providing unparalleled access to the cryptocurrency sector for financial institutions.

Responsibilities

  • Actively participate in designing, developing, and optimizing hands-on model development
  • Collaborate with the team to build scalable and distributed systems
  • Utilize strong understanding of blockchain, wallets, and platforms to contribute to the vision of an open financial system

Requirements

  • Experience in building scalable, distributed systems
  • Strong understanding of blockchain, wallets, and platforms
  • Hands-on model development and optimization skills
  • Ability to design, develop, and optimize software
  • Familiarity with machine learning techniques and algorithms
  • Proficiency in programming languages used for machine learning, such as Python or R
  • Knowledge of data processing frameworks, such as Apache Spark or Hadoop
  • Understanding of financial systems and markets
  • Ability to integrate new products seamlessly with existing platforms
  • Experience with Prime Brokerage platforms is a plus

Benefits

  • Opportunity to work at the most advanced digital asset platform for institutions
  • Trade execution, credit & treasury management, prime offering, and market making services
  • Global operations and deep liquidity
  • Facilitated client transactions of $1 trillion in volume
  • Regulated, compliant, and trusted products & services
  • Team composed of engineers, product builders, institutional sales and trading leaders, operations experts, and business strategists with entrepreneurial experience from top companies
  • Emphasis on learning and continuous growth
  • Impactful work in creating a more open financial system
  • Building trading, credit, and custody infrastructure to enable more institutions to enter the market
  • Opportunity to work with world's largest financial institutions
  • Focus on machine learning and optimization for financial use cases
  • Stay up-to-date with industry trends in AI, machine learning, and prompt engineering
  • Collaborative work environment with product managers and relevant teams
  • Opportunity to work with cutting-edge technology and advancements in the financial industry

Job Application Resources

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FalconX

FalconX is a blockchain, cryptocurrency, and fintech company focused on cryptocurrency brokerage and digital asset trading platforms.
Location
San Mateo, CA
Company Size
101-250
Workplace Type
Industries
Cryptocurrency
FinTech
Trading Platform
Financial Services
Lending and Investments
Payments
Software
Open Roles
7
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FalconX

FalconX is a blockchain, cryptocurrency, and fintech company focused on cryptocurrency brokerage and digital asset trading platforms.
Company Overview

FalconX is a blockchain, cryptocurrency, and fintech company focused on cryptocurrency brokerage and digital asset trading platforms.

Benefits
  • OS setup and configure, modules install, dependencies and versions tracking
  • Help to find modules, resolve missed dependencies or conflicts, setup new user, setup ulimit, core dumps setup
  • Dev environment setup, help with customization (vim, git, terminal, etc)
  • OS upgrade as needed, understanding of OS stability and bugs management
  • Kernel / user services setup
  • Shell scripts and automated jobs, help with shell scripting
  • Work with devOps on production environment setup and support
  • Resolve system issues (dmesg etc)
  • Network setup, interfaces and services configuration
  • Security and permissions understanding, DMZ understanding
  • Switch and routers configuration
  • Linux routing table and services, multiple IPs per interface, virtual networks setup
  • Experience with TCP dump, collect traffic statistics, understanding of network latency and bottlenecks
  • HFT OS configuration, tickless core, cores isolation, irq binding, system processes affinity, numa pci configuration, numa memory configuration, huge pages setup, Intel CAT setup.
  • OS HFT configuration validation, able to read system events (thread context switching, IRQ rate per core).
  • Module and kernel customization and build.
  • HFT network cards experience (SolarFlare or other), 10G, 100G ethernet experience, traditional markets colo experience, corvil experience, ethernet fragmentation, packets gap and frames format understanding
  • Kernel bypass setup (ef_vi, openonload), FPGA network cards experience
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