Software Engineer

1 week ago

Tel Aviv, Tel Aviv, Israel Dream Full time $100,000 - $150,000 per year

Dream is a pioneering AI cybersecurity company delivering revolutionary defense through artificial intelligence. Our proprietary AI platform creates a unified security system safeguarding assets against existing and emerging generative cyber threats. Dream's advanced AI automates discovery, calculates risks, performs real-time threat detection, and plans an automated response. With a core focus on the "unknowns," our AI transforms data into clear threat narratives and actionable defense strategies. 

Dream's AI cybersecurity platform represents a paradigm shift in cyber defense, employing a novel, multi-layered approach across all organizational networks in real-time. At the core of our solution is Dream's proprietary Cyber Language Model, a groundbreaking innovation that provides real-time, contextualized intelligence for comprehensive, actionable insights into any cyber-related query or threat scenario. 

We are looking for an experienced Software Engineer with GenAI/ML knowledge in our AI/ML Applications team. In this role, you'll be responsible for designing, building, deploying, and maintaining production-grade AI systems and GenAI pipelines. You'll translate cutting-edge data science research into practical, scalable solutions, handling model/agent deployment both in cloud environments and on-premise. You'll optimize and implement workflows, and AI agents to ensure high performance and reliability in production environments.

Responsibilities
  • Design, implement, and deploy AI-driven applications, AI workflows, and LLM-based agents into production. 
  • Build, manage, and maintain robust GenAI systems. 
  • Optimize system performance, including robustness, scalability, communication protocols and resource utilization both on cloud and on-premises. 
  • Develop and maintain services, APIs and integrate ML models into microservices-based applications. 
  • Collaborate with cross-functional teams including data science, backend, DevOps, and platform teams. 
  •  Stay up to date with the latest developments in AI and related fields, focusing on LLMs, exploring how emerging technologies can be applied to improve products and services. 
Requirements
None
Skills
  • At least 4-5 years of experience in building production grade backend software systems 
  • Understanding of microservice design and architecture 
  • Strong experience in designing, building and maintaining scalable infrastructures including deployment, DBs, communication
  • Strong proficiency in Python 
  • Understanding of Machine Learning lifecycle and best practices for AI
  • Excellent problem-solving abilities, coupled with a creative and strategic mindset 
  • Proven ability to work effectively in a team setting

Advantages: 

  • Experience with AI Agent frameworks (LangChain, LangGraph etc.)
  • Experience with ML lifecycle (deployment, serving, maintaining etc.) 
  • Familiarity with cybersecurity applications of machine learning 
  • Advanced skills in performance optimization for high throughput systems 

Tech Stack: 

Kubernetes, Docker, FastAPI, Flask, vLLM, AWS (EC2, EKS, ECR), HuggingFace, LangChain, LangGraph

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