Software Engineer III

SGS_JOB_2786

Engineering
 Pennsylvania
Backend Software Engineer
Python
PHP
Hack
Continuous integration and testing

Contract - 6 Months

Location (mandatory): Pittsburgh, PA or Burlingame, CA We are looking for a seasoned Senior Software Engineer with a backend engineering skillset to tackle infrastructural changes to enable/support model deployment, version and construct lineage of our models and data, extract important data for debugging, and expand an org-wide Codec Avatar debugging tool. The ideal candidate should possess a robust background in software development, particularly in Hack, Python, and React/JS. This includes continuous integration and testing and backend ML systems. Our team focuses on transforming DL research codebases into product-ready states. The successful candidate will primarily code in Hack and Python. While experience with machine learning systems and managing large codebases is beneficial, it is not mandatory

Job Responsibilities:

  • Thrift Service backend work on Avatar Debugging tool.
  • Model deployment and integration to Platform.
  • Integration into new Codec Avatar Surfaces such as HSR (Horizon) for Product.
  • Model metadata extraction and propagation.
  • Increasing test coverage through unit and integration testing.
  • Code refactoring.
  • Optimizing backend workflow orchestration.
  • Additional engineering tasks such as setting up dashboards and alerts and assisting with on-call workloads.
  • Collaborate with both research and maturation teams to push research to products.

Skills:

  • Required Skills
  • Experience in Python and Hack (PHP), especially pertaining to backend systems propagating information to a frontend, preferably in Big Tech or mid-to-large companies. Some experience in React and JavaScript will help, but it is not as vital.
  • Proficiency in continuous integration and testing.
  • Strong problem-solving skills and attention to detail, with the ability to independently overcome technical roadblocks.
  • Experience working collaboratively and communicate effectively across functional teams.
  • Capability to work independently and within a team.
  •  
  • Preferred Skills
  • Experience in maturing machine learning systems, such as building systems to load models/data and running inference, scaling up pipelines and tooling.
  • Experience in creating and maintaining public projects (e.g., GitHub).

Education/Experience:

  • Master's degree or higher in computer science, systems engineering, backend engineering, or a related field.

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