Job Description
About Codewalla
Codewalla 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 businesses
About the Role
We'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 On
- Build MCP servers and agentic clients that handle user intent parsing, tool orchestration, and structured response generation
- Architect efficient RAG pipelines with chunk decay, latency budgeting, and cost-aware vector search
- Automate evaluation pipelines that test LLM outputs for relevance, accuracy, and coherence
- Work closely with DevOps to codify and deploy infrastructure using CDK or Terraform
- Set up observability dashboards for prompt performance, latency, and failure traceability
- Continuously refine prompts, embeddings, and model behavior based on user feedback and regression tests
What Makes You a Great Fit
- 5–8 years of full-stack or backend development experience, with at least 1 year building AI-powered or LLM-based applications
- AI-native mindset: test fast, trace deeply, pause to reframe when needed
- Strong Python and TypeScript skills
- Experience with either AWS or GCP stacks, such as:
- AWS: Lambda, Bedrock, DynamoDB, OpenSearch Vector Search
- GCP: Cloud Functions, Vertex AI, Firestore, BigQuery, Vector Search
- Familiarity with LangChain, Bedrock SDK, and vector database schema design
- Understanding of prompt design, embeddings, and agentic workflows
- CI/CD fluencyGitHub Actions, containerized deployment, test-first habits
- Experience with LLM evaluation tools like Promptfoo, LangSmith, or Guardrails
- Bonus: Experience with MLflow, LaunchDarkly, Inferentia/GPU tuning
Tools & Tech We Work With
- Languages: Python, TypeScript
- Frameworks: LangChain, FastAPI, Next.js
- Cloud: AWS (Bedrock, Lambda, DynamoDB, OpenSearch Vector Search) or GCP (Vertex AI, Cloud Functions, Firestore, BigQuery, Vector Search)
- Dev Tools: GitHub Copilot, Cursor
- Evaluation & Safety: Promptfoo, LangSmith, Guardrails
- DevOps: GitHub Actions, CDK or Terraform, Docker, Prometheus, Grafana
Why Join Codewalla
- Build for scale: Work on products that get investor love and scale to global audiences
- Be part of AI-native product development: Integrate AI tools into how we design, build, and ship
- Global exposure: Directly collaborate with US-based startups, VCs, and product teams
- Learn fast: Small, elite teams with zero bureaucracy and high ownership
- See your impact: Every decision you make will shape user experience and business outcomes
Inclusion Matters
We'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.
More Info
Key Skills
LangChain
Guardrails
LangSmith
GitHub Actions
Next.js
Promptfoo
About Company
