Data scientist – SOC – Level 3

# Data scientist – SOC – Level 3

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• Data scientist – SOC – Level 3
• July 10, 2026
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• By Roberte Okoya

Context Overall Objective: Develop AI within the SOC Within our SOC, we are integrating Generative Artificial Intelligence technologies to automate threat analysis, contextualize security alerts, and assist our analysts. We are looking for an AI Expert specializing in the training, alignment, and evaluation of Language Models (LLM/SLM) to design sovereign, highly specialized cybersecurity models. Working directly with the Cyber R&D team and the SOC team, the consultant will be responsible for: MISSIONS Fine-tuning models: Adapting and specializing open-source LLMs (Llama, Mistral, Qwen, etc.) on cybersecurity data (logs, CTI reports, playbooks). Alignment and Hallucination Limitation: Implement reinforcement learning techniques to ensure models generate accurate, safe, and bias-free/hallucination-free responses (crucial for the SOC). Data Formatting and Structuring: Define and apply best-in-class prompt and conversation formats for training. Evaluation and Benchmarking: Implement rigorous evaluation pipelines to measure the performance of specialized "Cyber" models against market standards. REQUIRED PROFILE: AI TECHNICAL EXPERTISE (Hard Skills) The candidate must have a strong command of the following technologies and concepts: A. Model Fine-Tuning (PEFT) Advanced mastery of low-rank adaptation techniques: Lo

RA and QLo

RA. Regular experience with at least one fast fine-tuning framework: Unsloth, Axolotl, or TRL (Transformer Reinforcement Learning by Hugging Face). B. Data Structuring & Formatting: Expertise in using chat template formats, particularly Chat

ML and Alpaca, to structure textual training datasets. C. Alignment & Reinforcement Learning (Hallucination Control): Strong experience in response optimization (constraint-based generation & alignment) using the following methods: DPO (Direct Preference Optimization), GRPO (Group Relative Policy Optimization), and PPO (Proximal Policy Optimization). Proficiency with alignment frameworks: TRL, Verl, or Open

RLHF. D. Evaluation & Validation (MMLU / Benchmarking): Ability to design rigorous evaluation protocols. Use of standard benchmarks (e.g., MMLU, GSM8K) and implementation of internal comparative evaluation frameworks (methodologies such as Evaluation Arena / LMSYS, LLM-as-a-judge). Technical Skills

• Fine-tuning model – Confirmed – Essential Data Structuring & Formatting – Confirmed – Essential Alignment & Reinforcement Learning – Confirmed – Essential Assessment & Validation (MMLU / Benchmarking) – Confirmed – Essential Language Skills Professional English (Essential) Fluent French (Essential)

SECONDARY & PREFERRED SKILLS (Nice to Have) Cybersecurity Awareness: Prior experience or strong interest in SOC issues (MITRE ATT&CK, log analysis, intrusion detection). MLOps Stack: Knowledge of platforms such as Hugging Face Hub, v

LLM, Ollama, or Triton for deployment and optimized inference. Development: Excellent command of Python and Py

Torch. SOFT SKILLS Scientific Rigor: Absolute rigor regarding data quality and benchmark reproducibility. Communication: Ability to simplify complex AI concepts for purely cybersecurity profiles (SOC Analysts, CISOs). Autonomy: Ability to deliver in an agile R&D environment.

Please send your CV, cover letter, and copies of your diplomas to in 2008, Kéoni Consulting is an IT consulting and engineering firm specializing in the banking, financial markets, insurance, and industrial sectors. We are the partner for major accounts in their digital transformation. We help them transform their business model, align their operational processes, select the best technologies, and mitigate and overcome the risks associated with digitalization. Kéoni Consulting helps companies to: Make a difference , innovate and create , reinvent their business, satisfy customers, gain a competitive advantage, become the leader in their sector, and become the leader in their sector. Our services cover the entire information systems lifecycle (Project Management, Business Analysis Consulting, Design, Implementation, Maintenance, Production, and Operations).**Job Category:*

• Digital Transformation**Job Type:*
• Full Time**Work location:*
• Europe

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