LLM Systems

4 tygodni temu

Warsaw, Polska NTIATIVE sp. z o.o. Pełny etat

LLM Systems & Cybersecurity Engineer Miejsce pracy: Warszawa Technologies we use Expected Python Node.js Linux Go Optional Prometheus Grafana Jupyter Operating system Linux About the project A truly unique opportunity has come up for an experienced LLM Systems & Cybersecurity Engineer to join an ambitious and innovative US-based company developing its own cutting-edge solutions If you're passionate about AI, LLMs, and cybersecurity, and you'd like to play a key role in building and optimising local LLM infrastructure within a secure, high-performance environment... this offer is for you The ideal candidate combines a deep understanding of LLM internals, inference frameworks, and model performance tuning with strong Linux systems administration and software engineering expertise. So, if you're ready for the next big step in your career and want to shape the future of agentic AI in cybersecurity... Feel invited to apply Your responsibilities deploy and manage local LLMs (e.g. Llama, Mistral, Falcon, Gemma, etc.) within on-premises and virtualised environments. understand how to extend LLMs using training data, RAG or memory understand how to run agentic processes using local and public LLMs benchmark and compare different LLMs for latency, accuracy, resource usage, and suitability to cybersecurity tasks (e.g. vulnerability reasoning, log correlation, anomaly detection). develop automation scripts and pipelines for LLM evaluation, fine-tuning, and inference using Python, Go, and Node.js. integrate LLMs with internal cybersecurity tools and APIs. profile GPU/CPU utilisation and optimise model performance across different hardware configurations. maintain and secure Linux environments, containers, and orchestration layers (Docker, Proxmox, or Kubernetes if applicable). produce clear documentation and comparative reports summarising findings and recommendations. stay current on the rapidly evolving LLM ecosystem, frameworks (e.g. Ollama, vLLM, LM Studio, text-generation-webui), and quantisation techniques. Our requirements 3 years of experience working with LLMs or NLP systems, including deployment and inference optimisation Solid background in Linux systems administration, performance monitoring, and container management Strong scripting and automation skills in Python and Node.js 2-3 years of hands-on experience in Go (Golang) Experience with GPU-based compute environments (CUDA, ROCm or similar) Working knowledge of cybersecurity concepts such as vulnerability management, incident response, or log analytics Great analytical and communication skills Optional Experience with model quantization, pruning, or fine-tuning Familiarity with vector databases, embedding models, or RAG architectures Background in security operations or threat intelligence Experience with Prometheus/Grafana, Jupyter, or benchmarking frameworks This is how we work on a project documentation issue tracking tools What we offer 100% remote work B2B cooperation A highly technical, low-bureaucracy environment Opportunity to lead on-prem AI innovation in cybersecurity Direct work with cutting-edge local LLM frameworks Long-term collaboration and professional growth opportunities NTIATIVE sp. z o.o. NTIATIVE is one of the best Polish recruitment agencies because we specialise in IT and IT only and avoid all other distractions. We want to provide a unique and unforgettable experience by matching tech talent with great employers. Our team delivers to the commitments we gave to each other, our candidates and our clients.

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