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Elastic·Bangalore, India·27 авг.

AI QA & Evaluation Engineer

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Наша компания

Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale — unleashing the potential of businesses and people. The Elastic Search AI Platform, used by more than 50% of the Fortune 500, brings together the precision of search and the intelligence of AI to enable everyone to accelerate the results that matter. By taking advantage of all structured and unstructured data — securing and protecting private information more effectively — Elastic’s complete, cloud-based solutions for search, security, and observability help organization

О роли

We are looking for a skilled QA & Evaluation Engineer to join our team. The role blends strategic QA leadership with hands-on technical validation and structured evaluation to safeguard the accuracy, reliability, compliance, and ethical use of AI models. You will partner across IT and Engineering teams to identify, design, implement and run robust testing frameworks and evaluation rubrics for a po

Чем предстоит заниматься

Be a primary contributor to our AI strategy, helping validate and test AI infrastructure, custom solutions and third-party SaaS offerings
Test Strategy & Execution: Design and implement comprehensive test strategies for AI/ML systems, including accuracy, bias, robustness, and regression testing
Rubric-Based Evaluation: Design and implement self-contained evaluation tasks, including prompts, supporting files, and detailed grading rubrics to assess AI performance on functional workflows
Automation & CI/CD: Automate validation suites for agentic/multi-agent systems, integration testing, and CI/CD pipelines for ML models
Data Validation: Validate that AI/ML models are consuming accurate, authorized, and properly structured data sources; ensuring data quality across training and inference
Observation & Reporting: Meticulously observe and document AI agent behaviors, producing crisp, precise summaries and reports on model performance and hallucinations
Output Grounding: Validate prompt engineering outputs from a data accuracy standpoint, ensuring responses are grounded in verified data sources
Refinement & Iteration: Iterate and refine evaluation tasks and rubrics based on feedback and team collaboration to ensure robust benchmarking methodologies
Security & Governance: Ensure all AI data sources and structures meet governance, regulatory, and compliance standards, while implementing best practices for security and data privacy
Collaborate with teams from different areas. These areas include IT Engineering, IT Operations, Data & Integrations, PMO, CRM, Risk & Compliance, and business technology
Stay current on the latest work in AI and make technical recommendations to the organization

Наши требования

Proficiency in Python, TypeScript, or other programming languages used in AI and test automation
Proven skill in designing or applying rubric-based evaluation, grading against set criteria, or building structured scoring frameworks
Direct experience with LLM evaluation frameworks and benchmarking tools such as LangSmith, Confident AI, etc
Knowledge of the GenAI stack and solutions including Retrieval Augmented Generation (RAG)
LLMs: Azure OpenAI, Vertex AI, ChatGPT Enterprise or similar
High attention to detail and ability to notice subtle patterns or inconsistencies (such as data hallucinations or logic errors) that others might miss
Advanced written communication skills, especially for documenting nuanced observations and feedback
Experience with Cloud platforms (Azure, GCP, AWS)
Thorough understanding of DevOps/automation/CI/CD tools: GitHub, Terraform
Comprehension with AI ethics, risk management, and data governance
Additional Information - We Take Care of Our People
As a distributed company, diversity drives our identity. Whether you’re looking to launch a new career or grow an existing one, Elastic is the type of company where you can balance great work with great life. Your age is only a number. It doesn’t matter if you’re just out of college or your children are; we need you for what you can do
We strive to have parity of benefits across regions and while regulations differ from place to place, we believe taking care of our people is the right thing to do
Competitive pay based on the work you do here and not your previous salary
Health coverage for you and your family in many locations
Ability to craft your calendar with flexible locations and schedules for many roles
Generous number of vacation days each year
Increase your impact - We match up to $2000 (or local currency equivalent) for financial donations and service
Up to 40 hours each year to use toward volunteer projects you love
Embracing parenthood with minimum of 16 weeks of parental leave
Please see here for our Privacy Statement

Дополнительно

Applicants have rights under Federal Employment Laws, view posters linked below: Family and Medical Leave Act (FMLA) Poster; Pay Transparency Nondiscrimination Provision Poster; Employee Polygraph Protection Act (EPPA) Poster and Know Your Rights (Poster)
E
Elastic
Bangalore, India

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ЗанятостьПолная занятость
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Опубликовано27 авг.
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