Senior Software Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Software Engineer (AI Platform): Building and evolving a shared AI service platform for digital investigations with an accent on multi-modal AI pipelines and scalable cloud services. Focus on designing production-grade LLM orchestration, RAG retrieval pipelines, and high-throughput serverless architectures on AWS.
Location: Israel - Petah Tikva
Company
provides an AI-powered Digital Investigation Platform that enables global customers to lawfully access and analyze digital evidence to accelerate justice.
What you will do
- Design and evolve AI services across modalities, including embeddings, OCR, speech-to-text, and LLM completions.
- Develop production-grade orchestration flows for LLM-based agents, covering tool calling, routing, and failure handling.
- Build and optimize retrieval pipelines using RAG and adjacent technologies for structured and unstructured data.
- Implement scalable, event-driven data ingestion and processing pipelines for large investigative datasets.
- Maintain serverless infrastructure using infrastructure-as-code and Docker-based deployments on AWS.
- Mentor junior and mid-level engineers on backend and AI engineering best practices.
Requirements
- 5+ years of backend engineering experience.
- Deep expertise in a backend language with strong fundamentals in async programming and clean API design.
- Hands-on production experience with LLM orchestration, agent runtimes, or multi-step AI systems.
- Experience designing multi-tenant SaaS systems with strict tenant data isolation.
- Proficiency with AWS serverless services: Lambda, ECS, API Gateway, SQS/SNS, S3, OpenSearch, Aurora PostgreSQL, and DynamoDB.
- Solid understanding of event-driven architecture and distributed system design.
Nice to have
- Experience with vector databases, search index design, and retrieval infrastructure.
- Proficiency with infrastructure-as-code tools such as AWS CDK or Terraform.
- Familiarity with multimodal processing for video, image, text, and audio.
- Experience working in privacy-sensitive, regulated, or security-critical environments.
- Experience with Python ecosystem: FastAPI, Pydantic, and SQLAlchemy.
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