AI/ML Engineer – On-Site R&D in Secure AI & LLMs

Semper Tech; Fatih; Vor Ort; TRY 350.000 - 700.000; Vollzeit

Benefits dieser Stelle

On-site Teknopark Istanbul

Zusammenfassung

Semper Technology seeks an AI/ML Engineer to contribute to software-driven R&D projects in a dynamic international setting. You will work on end-to-end AI solutions from model development to deployment, with emphasis on security-focused LLMs and tool integrations.

The role requires strong Python, ML framework experience, and hands-on work with LoRA/QLoRA fine-tuning, on-prem LLM hosting, and Agile processes. On-site presence at Teknopark Istanbul is expected.

Qualifikationen

• Graduated from Computer Engineering or related fields of well reputed universities.
• At least 2 years of experience in AI, ML, or related engineering fields.
• Strong programming skills in Python and experience with AI/ML frameworks such as PyTorch, TensorFlow, or Scikit-learn.
• Solid understanding of Machine Learning, Deep Learning, and modern AI development approaches.
• Experience in developing, training, evaluating, and deploying AI/ML models.
• Hands-on experience fine-tuning open-weight LLMs with LoRA/QLoRA and training data prep.
• Experience serving open-weight LLMs on-premise with quantization and GPU memory optimization.
• Experience building LLM-based agents with tool calling.

Aufgaben

• Contribute to SDLC/PDLC and AI-driven R&D projects from initiation to successful delivery.
• Design, develop, train, evaluate, and optimize AI/ML models and solutions.
• Fine-tune, quantize, and deploy locally hosted LLMs, and improve tool-calling capabilities.
• Develop autonomous AI agents and tool integrations for security operations.
• Design and run reproducible evaluation experiments and report results in project reports and publications.
• Develop and integrate AI-based applications into existing software systems.
• Research and evaluate emerging AI technologies for application opportunities.

Kenntnisse

Python

PyTorch

TensorFlow

Scikit-learn

LoRA/QLoRA

LLMs

REST APIs

Docker

Agile

Git

Ausbildung

Bachelor's in Computer Engineering or related field

Tools

Docker

Git

REST APIs

Jobbeschreibung

Semper Technology seeks an AI/ML Engineer to contribute to software-driven R&D projects in a dynamic international setting. You will work on end-to-end AI solutions from model development to deployment, with emphasis on security-focused LLMs and tool integrations.

The role requires strong Python, ML framework experience, and hands-on work with LoRA/QLoRA fine-tuning, on-prem LLM hosting, and Agile processes. On-site presence at Teknopark Istanbul is expected.