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Software Developer - Machine Learning Infrastructure

eFinancialCareers
Job LocationLondon
EducationNot Mentioned
SalaryCompetitive salary
IndustryNot Mentioned
Functional AreaNot Mentioned
Job TypePermanent , full-time

Job Description

Squarepoint is looking for a range of Software developers with strong technical skills for the new Machine Learning Infrastructure team.You will be part of a team that designs, builds and maintains several backend and full stack applications used by quants and traders, who they work closely with day to day.The team has multi-year roadmaps and are tasked with developing flexible, scalable,and well-designed systems that can accommodate future new features.This involves working closely with data scientists and ML researchers to architect, design, build and maintain our constantly evolving ML infrastructure and ultimately be accountable for it along with your team. While we’re ultimately looking for softwaredevelopers, having a strong interest for ML infrastructure in is highly desirable.In addition, the lead will oversee the day-to-day development activities of the team as well as growing it as required. You must be hands-on and lead by example from a technical perspective.Responsibilities:

  • Take stock of any existing code base, work on consolidation and streamlining of repositories and propose an internal technical roadmap.
  • Work closely with our investment stakeholders and quantitative researcher to maintain alignment with their requirements.
  • Build and maintain scalable, tested, production grade systems and infrastructure for containerization, deployment, versioning, testing and monitoring of ML models
  • Take full ownership of the products you and your team work on to ensure continued support and improvements.
  • Support and troubleshoot live production systems.
  • Willingness to pick up and learn new software, ML technologies and tools used by data scientists.
Requirements:
  • Bachelor’s degree in Computer Science, Engineering, or related subject
  • Minimum of 2 years of fulltime software development experience
  • Experience with highly available distributed systems and working with large datasets
  • Proficiency in Pythonand Java
  • Kubernetes and Cloud (AWS or GCP) experience
  • Experience working in a Linux environment, using version control
Nice to have:
  • Exposure to any of the following: Kotlin, Rust, SLURM, PostgreSQL
  • Basic knowledge of financial markets
  • Experience with gRPC, Apache Arrow
  • Experience with ML frameworks such as PyTorch and TensorFlow
  • Experience with ML infrastructure frameworks like Kubeflow, MLFlow etc
  • Basic knowledge of financial markets

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