Performance Modeling Engineer
GroqFull Time
Expert & Leadership (9+ years)
Candidates should have 3-7 years of experience in systems, infra, or performance engineering roles with strong ownership of metrics and benchmarking. Fluency in Python and comfort working across full-stack and backend services is required. Experience building or using LLMs, vector-based search, or agentic frameworks in production environments is necessary, along with familiarity with LLM model serving infrastructure, model tuning workflows, and evaluation techniques in NLP, information retrieval, or human-centered AI. A deep appreciation for measuring what matters and strong product and user intuition are essential. Bonus points for experience contributing to academic or open-source benchmarking projects.
The role involves designing and implementing agent evaluation pipelines to benchmark AI capabilities across real-world enterprise use cases, including building domain-specific benchmarks for various SaaS verticals. Responsibilities include developing performance benchmarks for latency, safety, cost-efficiency, and user-perceived quality, as well as creating search- and retrieval-oriented benchmarks. The position requires partnering with AI and infra teams to instrument models with telemetry for outcome-based evaluation and driving human-in-the-loop and programmatic testing methodologies. Additionally, the role contributes to DevRev’s open evaluation tooling and benchmarking frameworks.
Custom AI solutions for business efficiency
DevRev.ai focuses on enhancing business operations through its main product, Turing GenAI, which combines data engineering, knowledge graph, and customizable language model technologies. This tool helps businesses connect various departments like support, product management, and software development, allowing for smoother communication and collaboration. Clients can customize the AI solutions to fit their specific needs, whether they are small businesses or large corporations. Unlike many competitors, DevRev.ai emphasizes a tailored approach, ensuring that each solution is designed with a deep understanding of the client's unique challenges. The goal of DevRev.ai is to help businesses improve their efficiency and streamline their operations using advanced AI technologies.