Software Engineer, Pangle - SIA

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Software EngineeringExperience: 2+ yearsEducation: bachelorsSkills: ["Critical thinking","Problem-solving","Communication","Teamwork","Ownership"]

Build and scale backend services and data pipelines for the Pangle SIA team, powering signal ingestion, identity matching, attribution, and ads measurement. Help develop real-time and batch infrastructure that maximizes first- and third-party signals, and create foundational data/ML systems for audience, ads ranking, and conversion optimization. Improve signal quality, reliability, model effectiveness, and engineering productivity, leveraging AI agents and LLM-powered automation.

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FursaFursa
TikTok
TikTok
1 month ago

Software Engineer, Pangle - SIA

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Source: Company careers pageValidated by: Fursa AI
Last checked: 19 hours agoStatus: Live

Job Summary

Build and scale backend services and data pipelines for the Pangle SIA team, powering signal ingestion, identity matching, attribution, and ads measurement. Help develop real-time and batch infrastructure that maximizes first- and third-party signals, and create foundational data/ML systems for audience, ads ranking, and conversion optimization. Improve signal quality, reliability, model effectiveness, and engineering productivity, leveraging AI agents and LLM-powered automation.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering
Seniority: Mid level

Key Responsibilities

  • •Design and build large-scale backend services for signal ingestion, identity matching, attribution, and ads measurement that support ads delivery and growth.
  • •Develop scalable real-time and batch data pipelines to maximize the value of first-party and third-party signals across global advertising traffic.
  • •Build foundational data and ML infrastructure for audience systems, ads ranking, conversion optimization, and performance measurement.
  • •Improve signal quality, system reliability, model effectiveness, and business outcomes using backend engineering and data-driven thinking.
  • •Leverage AI agents and LLM-powered automation to enhance signal processing, data operations, optimization workflows, and engineering productivity.

Key Requirements

  • •BS or MS degree in Computer Science, Engineering, or a related technical field.
  • •2+ years of experience building backend services or infrastructure engineering.
  • •Strong coding skills in one or more languages such as Go, Python, C++, or Java.
  • •Solid understanding of distributed systems, backend architectures, and data processing frameworks.
  • •Ability to think critically, solve complex problems, and communicate effectively across teams.
Experience:2+ yearsAdvertising infrastructureDistributed systemsMachine learningReal-time systems
Education:Bachelor's in Computer Science
Skills:Critical thinkingProblem-solvingCommunicationTeamworkOwnership
Tech Stack:GoPythonC++JavaLLMsAI agents

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn