Carv Logo

Lead Applied AI Engineer

🇳🇱 Netherlands - Remote
💻 Software Development🟣 Senior

Job Description

Description

We are looking for a Lead Applied AI Engineer to design, build, and deploy production-grade AI systems that deliver measurable business impact. This is a hands-on leadership role for someone who combines deep technical expertise in modern AI (LLMs, deep learning, ML systems) with strong product intuition and engineering rigor.

You will lead applied AI initiatives end-to-end, from experimentation and prototyping to scalable deployment, and help shape our AI strategy, architecture, and technical standards.

If you enjoy turning cutting-edge research into reliable, high-impact products, this role is for you.

What You’ll Do

Technical Leadership

  • Architect and implement scalable AI/ML systems in production environments

  • Lead the design and deployment of LLM-based applications (RAG, agents, fine-tuning, evaluation frameworks)

  • Establish best practices for model evaluation, monitoring, and continuous improvement

  • Drive experimentation and rapid prototyping to validate AI use cases

Hands-On Development

  • Build and optimize pipelines for data ingestion, training, inference, and evaluation

  • Develop APIs and services that integrate AI capabilities into core products

  • Improve performance, latency, cost efficiency, and reliability of AI systems

  • Work with modern AI stacks (e.g., PyTorch, TensorFlow, LangChain/LlamaIndex, vector DBs, orchestration frameworks)

Cross-Functional Impact

  • Partner with Product, Design, and Engineering to identify high-impact AI opportunities

  • Translate business problems into AI solutions with measurable outcomes

  • Mentor and guide AI/ML engineers

  • Contribute to hiring, technical standards, and long-term AI roadmap

What Makes You a Great Fit

  • You think in systems, not just models

  • You care about shipping real-world impact, not just research metrics

  • You balance speed with engineering excellence

  • You’re comfortable navigating ambiguity and defining structure

  • You lead by example and elevate those around you

Why Join Us?

This is an opportunity to join a company redefining recruitment through AI and automation. You’ll work directly with leadership, bringing 15+ years of SaaS and recruitment tech experience, in a high-growth, high-ownership environment where your impact will shape the future of our enterprise motion.

What’s in It for You

  • Competitive compensation: and performance upside

  • Stock options: participate in the value you help create

  • Top-tier tools: (MacBook Pro + personal development budget)

  • Hybrid work: and occasional travel

  • Clear growth path: into senior/strategic roles as our enterprise segment expands

Requirements

  • 6+ years of experience in software engineering or machine learning

  • 3+ years building and deploying ML systems in production

  • Strong experience with LLMs and modern AI application patterns (RAG, embeddings, evaluation, prompt engineering)

  • Proficiency in Python and modern backend frameworks

  • Experience with cloud infrastructure (preferably GCP)

  • Solid understanding of data pipelines, distributed systems, and scalable architecture

Strong Plus

  • Experience with fine-tuning large models

  • MLOps and model monitoring expertise

  • Experience with vector databases (e.g., Pinecone, Weaviate, Milvus)

  • Experience building AI agents or multi-step reasoning systems

  • Startup or high-growth environment experience

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