Senior Neurosymbolic Reasoning Researcher

Enko Group Finland; Helsinki; On-site; EUR 70,000 - 110,000; Full time

Job summary

Enko Group is recruiting a Senior Researcher, Neurosymbolic Reasoning for our client, a leading global technology company with an R&D center in Helsinki. The position is based on-site in Helsinki and focuses on advancing AI detection systems with multimodal data and neural-symbolic techniques.

You will design novel architectures, explore visual and textual reasoning, and drive explainability, safety, and alignment in real-world AI applications, collaborating with multicultural teams as a

Qualifications

• Ph.D. in Computer Science, Deep Learning, Machine Learning, Mathematics or related field.
• Research-focused with strong motivation in Explainable AI and Safety.
• Strong proficiency in LLMs, neural networks, computer vision, neuro-symbolic architectures.
• Proficient in Python, Java, or C++, with ML frameworks PyTorch or TensorFlow.
• Experience in AI alignment, model robustness, continual learning, interpretability and editing techniques.
• Strong publication record in top conferences (e.g. NeurIPS/ICLR/ICML/AAA I/ACL/CVPR/ICCV/EMNLP/NAACL).
• Pioneering methods and neural networks that revolutionized ML/AI are a plus.
• Good teamwork in multicultural teams.

Responsibilities

• Design and implement architectures for AI detection systems handling multimodal data.
• Explore visual question answering, visual reasoning, text-based reasoning, and multimodal grounding with knowledge graphs.
• Develop interpretable, unbiased AI aligned with human values for real-world scenarios.
• Advance alignment techniques for CoT, agentic workflows, and multi-step reasoning.
• Reverse-engineer neural networks to understand internals and apply explainability tools.
• Develop data attribution methods to quantify influence of data points on predictions.
• Create benchmarks and datasets to measure reasoning quality, reliability, and explanations.
• Build defenses against jailbreaking, prompt injections, and adversarial exploits.
• Communicate insights to stakeholders.
• Turn research into production-ready tools and frameworks.

Skills

LLMs

Neural networks

Computer vision

Neuro-symbolic

Explainable AI

Safety

Education

PhD in CS/ML/Math

Tools

Python

Java

C++

PyTorch

TensorFlow

Job description

Enko Group is recruiting a Senior Researcher, Neurosymbolic Reasoning for our client, a leading global technology company with an R&D center in Helsinki. The position is based on-site in Helsinki and focuses on advancing AI detection systems with multimodal data and neural-symbolic techniques.

You will design novel architectures, explore visual and textual reasoning, and drive explainability, safety, and alignment in real-world AI applications, collaborating with multicultural teams as a