Generative AI Engineer

14 hours ago

Kochi, India Codewalla Full time

About CodewallaCodewalla is a New York–based product studio with engineering teams in India. Since 2005, we’ve built innovative products that scale. We work at the intersection of design, engineering, and AI developing systems shaped by real business needs and tested in the real world. Our team moves fast, thinks deeply, and cares about pushing what software can do to empower people and businessesAbout the RoleWe’re hiring a Gen AI Engineer with 6–8 years of engineering experience, including at least one year shipping LLM-powered features. Your north star, turn raw LLM potential into reliable features and products.If fast feedback loops, hands-on execution, and code that ships straight into users’ hands sound like your kind of work, we’d love to talk.What You’ll Work OnBuild MCP servers and agentic clients that handle user intent parsing, tool orchestration, and structured response generationArchitect efficient RAG pipelines with chunk decay, latency budgeting, and cost-aware vector searchAutomate evaluation pipelines that test LLM outputs for relevance, accuracy, and coherenceWork closely with DevOps to codify and deploy infrastructure using CDK or TerraformSet up observability dashboards for prompt performance, latency, and failure traceabilityContinuously refine prompts, embeddings, and model behavior based on user feedback and regression testsWhat Makes You a Great Fit5–8 years of full-stack or backend development experience, with at least 1 year building AI-powered or LLM-based applicationsAI-native mindset: test fast, trace deeply, pause to reframe when neededStrong Python and TypeScript skillsExperience with either AWS or GCP stacks, such as:AWS: Lambda, Bedrock, DynamoDB, OpenSearch Vector SearchGCP: Cloud Functions, Vertex AI, Firestore, BigQuery, Vector SearchFamiliarity with LangChain, Bedrock SDK, and vector database schema designUnderstanding of prompt design, embeddings, and agentic workflowsCI/CD fluencyGitHub Actions, containerized deployment, test-first habitsExperience with LLM evaluation tools like Promptfoo, LangSmith, or GuardrailsBonus: Experience with MLflow, LaunchDarkly, Inferentia/GPU tuningTools & Tech We Work WithLanguages: Python, TypeScriptFrameworks: LangChain, FastAPI, Next.jsCloud: AWS (Bedrock, Lambda, DynamoDB, OpenSearch Vector Search) or GCP (Vertex AI, Cloud Functions, Firestore, BigQuery, Vector Search)Dev Tools: GitHub Copilot, CursorEvaluation & Safety: Promptfoo, LangSmith, GuardrailsDevOps: GitHub Actions, CDK or Terraform, Docker, Prometheus, GrafanaWhy Join Codewalla?Build for scale: Work on products that get investor love and scale to global audiencesBe part of AI-native product development: Integrate AI tools into how we design, build, and shipGlobal exposure: Directly collaborate with US-based startups, VCs, and product teamsLearn fast: Small, elite teams with zero bureaucracy and high ownershipSee your impact: Every decision you make will shape user experience and business outcomesInclusion MattersWe’re an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all team members.Ready to build the future with LLMs, without waiting for the future to catch up?Apply now and let’s build together.

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