Full-Time

Platform / Backend Engineer

GenAI Infrastructure

Posted on 10/31/2025

Lyric

Lyric

51-200 employees

Leases and manages boutique apartment hotels

No salary listed

India

In Person

Category
Software Engineering (1)
Requirements
  • 3–9 years of backend or platform engineering experience, building distributed systems or ML/AI platforms.
  • Proficiency in at least one backend language (e.g., Python, Go, Java, Scala, or similar) and in designing APIs (REST, gRPC, GraphQL).
  • Experience building and operating scalable, high-availability backend services in cloud-native environments.
  • Familiarity with LLM serving and orchestration (e.g., OpenAI APIs, Anthropic, Hugging Face Inference Endpoints, or open-source LLM serving frameworks).
  • Understanding of prompt engineering, context grounding, and retrieval-augmented generation (RAG) concepts is a plus.
  • Knowledge of containerization and orchestration (Docker, Kubernetes) and observability best practices.
  • Ability to thrive in ambiguous, fast-moving environments and work effectively across teams.
Responsibilities
  • Design, build, and operate the backend services and platform APIs that power GenAI features in Lyric’s products.
  • Implement orchestration layers to route, sequence, and manage LLM calls with context grounding and prompt engineering.
  • Build scalable and cost-efficient GenAI serving infrastructure, including support for multiple model providers and fallback strategies.
  • Ensure platform resilience, security, observability, and compliance when serving user-facing GenAI workloads.
  • Provide abstractions, SDKs, and tooling to enable product and ML engineers to experiment and ship GenAI features faster.
  • Collaborate with ML engineers, product managers, and designers to understand requirements and deliver performant, developer-friendly systems.
  • Monitor performance, optimize latency and cost, and stay ahead of trends in GenAI and LLM ops.
Desired Qualifications
  • Experience with vector databases (e.g., Pinecone, Weaviate, Milvus, FAISS) and embedding workflows.
  • Familiarity with LLM fine-tuning, adapters (LoRA, PEFT), or hosting custom models.
  • Knowledge of data privacy, security, and compliance concerns specific to GenAI workloads.

Lyric is a hospitality company that runs boutique apartment hotels in major urban centers. It leases and manages residential properties and transforms them into stylish, fully equipped suites that feel like a home away from home. Revenue comes from nightly bookings with pricing that varies by location, demand, and season. The product includes kitchens, custom-designed furniture, premium linens, and curated local guides. Lyric differentiates itself by focusing on thoughtful design and personalized experiences to make each stay unique and memorable. The company’s goal is to provide premium, home-like stays for business travelers, tourists, and other guests seeking a high-quality, curated hospitality experience.

Company Size

51-200

Company Stage

Series B

Total Funding

$179.1M

Headquarters

San Francisco, California

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • High guest satisfaction from central locations and wellness facilities boosts bookings.
  • Business travelers favor high-speed WiFi and office spaces in urban suites.
  • Flexible stays from two nights capitalize on premium short-term demand.

What critics are saying

  • NYC Local Law 18 blocks short-term rentals immediately in New York.
  • Airbnb captures 60%+ urban bookings, eroding direct revenue in Miami.
  • Sonder's 2024 bankruptcy forces lease defaults as occupancy falls below 60%.

What makes Lyric unique

  • Creative Suites™ enable work-relaxation transitions for 2-200 night stays.
  • Music-themed boutique design near Opera Garnier and Louvre attracts travelers.
  • Premium amenities include indoor pool, sauna, hammam, and Nespresso machines.

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Benefits

Company Equity

Remote Work Options

Performance Bonus

INACTIVE