AI Lab Applications Engineer

Leadingnation
Hong Kong, HK
RemoteCareer-pivot friendly

Why this role

Pace
Fast Paced
Collaboration
High
Autonomy
Medium
Decision Impact
Team
Role Level
Individual Contributor
Career Pivot Friendly
Welcomes transferable skills

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • Develop AI applications
  • Implement RAG architectures
  • Build APIs and backend services
  • Process large document collections
Typical background
3–6 years software engineering experience

Transferable backgrounds

  • Coming from AI Research
  • Coming from Data Engineering
  • Coming from DevOps

Skills & requirements

Required

PythonApisData PipelinesLLM FrameworksDistributed SystemsCloud Platforms

Preferred

Prompt EngineeringModel EvaluationAI Architecture Design

Stack & domain

Ai ApplicationsLlm PipelinesRag ArchitecturesReasoning WorkflowsApisBackend ServicesLarge Document CollectionsCloud PlatformsApis And Data PipelinesDistributed SystemsLlm FrameworksAi ToolingOpenaiAnthropicLlmsOpenai GptsGoogle AiClaudeLangchainAdkChatgptMs CopilotAWSGoogle Cloud PlatformExcellent English SkillsAIMachine LearningData Science

About the role

Original posting from Leadingnation

BRG’s Ai Department is seeking an AI Engineer to contribute to the development of our Virtual Ai Lab initiative. Following the successful completion of Phase 01 (physical Ai Lab build-out), this role will focus on creating a virtual access layer that makes our high-performance Ai Lab remotely accessible to teams across BRG. The ideal candidate will design and implement scalable infrastructure to support processing 100,000+ documents daily using state-of-the-art LLMs from OpenAI and Anthropic.

About The Role

AI Applications Engineers build the AI-powered tools used directly by BRG consultants. These tools analyze large datasets and help generate insights across litigation, investigations, healthcare analytics, and corporate finance engagements.

Key Responsibilities

  • Develop AI applications using LLM pipelines
  • Implement RAG architectures and reasoning workflows
  • Build APIs and backend services
  • Develop systems capable of processing large document collections
  • Translate consulting workflows into scalable AI tools

Qualifications

  • 3–6 years software engineering experience
  • Strong Python development skills
  • Experience building APIs and data pipelines
  • Experience with LLM frameworks or AI tooling
  • Familiarity with distributed systems concepts
  • Basic understanding of cloud platformsUnderstanding of APIs and data pipelines
  • Excellent English skills both verbal and written
  • Experience working in highly collaborative teams

BRG is proud to be an Equal Opportunity Employer. Our hiring practices provide equal opportunity for employment without regard to race, religion, color, sex, gender, national origin, age, United States military veteran status, ancestry, sexual orientation, marital status, family structure, medical condition including genetic characteristics or information, veteran status, or mental or physical disability so long as the essential functions of the job can be performed with or without reasonable accommodation, or any other protected category under federal, state, or local law.

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Source: Leadingnation careers

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