4 дня назад
Software Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer (AI) (Agentic AI/Generative AI): Building and deploying production-grade intelligent agents, multi-agent pipelines, and RAG systems with an accent on orchestration, enterprise governance, and cloud deployment. Focus on designing audit trails, guardrails, HITL workflows, secure agent communication, evaluation frameworks, and runtime monitoring for reliable AI workloads.
Location: Bengaluru, India; hybrid work with at least 3 days per week in the office for candidates within reasonable commuting distance.
Company
Technology-based finance automation company focused on enterprise software and AI-enabled solutions.
What you will do
- Own 3–4 end-to-end AI delivery cycles, from discovery and requirements through production deployment.
- Design multi-agent architectures, data flows, integrations, storage strategies, and observable production systems.
- Build and orchestrate intelligent agents using frameworks such as LangChain, LangGraph, CrewAI, Google Workflows, or Temporal.
- Deploy agents on GCP platforms including Vertex AI, Cloud Run, and GKE, or equivalent AWS and Azure services.
- Develop enterprise governance features including audit trails, guardrails, access controls, HITL checkpoints, agent identity, registries, risk scoring, and anomaly detection.
- Build RAG pipelines and evaluation harnesses, fine-tune and prompt-engineer foundation models, and optimize inference cost and quality.
Requirements
- 5–6 years of software engineering experience, including at least 4 years focused on AI/ML systems.
- Delivery experience across 3–4 complete AI projects, covering requirements, design, implementation, testing, and production.
- Experience designing and deploying complex, production-grade systems at scale.
- Hands-on experience with agentic AI frameworks, LLM APIs, RAG, vector databases, and cloud AI platforms.
- Strong Python skills; experience with Docker, Kubernetes, Terraform, CI/CD, and observability tools.
- Knowledge of OAuth 2.0, mTLS, IAM policies, and secret management.
Nice to have
- Experience with Vertex AI Agent Builder or similar managed agent platforms.
- Contributions to open-source AI or agent frameworks.
- Knowledge of AI safety, responsible AI, ethics frameworks, or multimodal models.
- Published AI research, conference talks, or technical blog posts.
Culture & Benefits
- Professional development seminars and opportunities for continued learning.
- Inclusive affinity groups and a culture supporting diverse backgrounds and perspectives.
- Combination of virtual and in-person interactions designed to support collaboration.
- Inclusive and accessible candidate and workplace experience.
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