AI Specialist (LLMs, Ollama) @ TechMagic Remote

AI Specialist (LLMs, Ollama) @ TechMagic

Were looking for an AI Specialist to expand our client`s team in Lviv! This is a full-time, on-site position with a leadership role in applied research and developing open-source LLM models for a large enterprise customer. Youll integrate and optimise models deployed via Ollama, pushing the boundaries of enterprise AI use cases.

Responsibilities:

• Shape our GenAI & classical ML vision.
• Advise on build-vs-buy for LLM stacks, vector DBs, and MLOps tooling.
• Address similarity & normalisation
• Design deep-learning + rule pipelines to match ~250 M address records/year.
• Evaluate with ragas and bespoke geo-accuracy metrics.
• Customer predictions
• Engineer features from parcel scans, seasonal peaks, traffic data.
• Train and ship predictive models (ETA, delivery-success likelihood) instrumented with Langfuse.
• Semantic search & RAG
• Implement RAG on FAQs, SOPs, and support tickets using open-source LLMs (e.g., Mixtral, Phi-3) served via Ollama.
• Optimise embedding stores, latency, and cost for call-centre workloads.
• Production excellence
• Deploy models to Kubernetes/AWS with CI/CD, monitoring, canary roll-outs.

Requirements:

• Open-source LLMs: Familiarity with open-source LLMs (LLaMA, Mistral, Phi, etc.).
• Deployment Tools: Experience using or deploying via Ollama, Hugging Face, or similar tools.
• Independence & Communication: Ability to work independently and communicate clearly in English.
• Research Mindset: Strong research mindset, hands-on coding ability, and documentation skills.

What We Offer:

• Leadership Role: A leadership role in an applied AI initiative for an international enterprise.
• Cutting-edge Tools: Work with cutting-edge tools like Ollama, RAG pipelines, and low-latency deployments.
• Talented Team: A talented, motivated team.
• Competitive Compensation: Competitive compensation and long-term opportunity.

Location: Lviv, Ukraine | On-site, Full-time

Kategorie

artificialIntelligence