Lead Machine Learning Expert

Job Description

Appealing Points:

• Cutting-edge LLM/SLM innovation tailored for telecom applications Work with leading foundation models (like LLaMA, Falcon, Mistral) to build specialized AI systems for telecom data and operations.
• Unique opportunity to integrate deep telecom expertise with state-of-the-art AI Collaborate directly with domain experts to design solutions that address real-world telco challenges in Core, RAN, and Transport systems.
• Leadership role with end-to-end impact and technical ownership Drive architecture decisions, deploy scalable AI pipelines, and mentor team members while shaping strategic AI directions for the company.

Annual Salary: 10 Million and Above

Job Responsibilities:

• Lead the design, fine-tuning, and deployment of domain-specific Large and Small Language Models (LLMs/SLMs) for telecom applications.
• Collaborate with telecom experts (Core Networks, RAN, IPTX, ACI) to integrate deep domain knowledge into AI models.
• Work with Data Scientists and AI Engineers to incorporate telco-specific use cases, feature engineering, and evaluation frameworks.
• Develop models capable of processing large-scale telco-native data (logs, topologies, session traces, etc.).
• Evaluate, customize, and optimize foundation models (e.g., LLaMA, Falcon, Mistral) using advanced techniques (LoRA, quantization, distillation).
• Architect reusable components for prompt engineering, retrieval augmentation (RAG), and agent frameworks.
• Contribute to model deployment strategies, efficient inference pipelines, and scalable MLOps practices.
• Mentor junior engineers and provide technical leadership across strategic AI initiatives.
• Collaborate with leadership to translate business needs into innovative AI solutions for telecom operations.
• Leverage expertise in hybrid cloud-native infrastructure and large-scale AI experimentation to drive platform innovation.

Job Qualification: 

• 10+ years in machine learning, including 5+ years in LLM/NLP/SLM development.
• Extensive experience fine-tuning and evaluating large-scale transformer models for specialized domains.
• Deep understanding of LLM architectures, training pipelines, Agentic AI, and evaluation metrics.
• Proven experience with open-source model stacks (Hugging Face, DeepSpeed, LangChain, LoRA/PEFT, etc.).
• Strong proficiency in Python and ML frameworks (e.g., PyTorch).
• Demonstrated ability to collaborate with non-ML experts to integrate domain-specific logic into ML models.
• Experience working with data from critical telecom systems (Core Networks, RAN, Transport, etc.).
• Proven track record delivering scalable NLP systems and customer-centric ML solutions.
• Bachelor’s degree (B.E. or equivalent).

Preferred Qualifications

• Hands-on experience developing SLMs for vertical or constrained applications.
• Familiarity with 4G/5G architecture, protocol layers, and real-time telecom analytics.
• Experience with MLOps and deploying models in production at scale.
• Contributions to open-source projects or research in the LLM/SLM space.
• Experience with data platforms (OnPrem/Hyperscalers) for telecom-grade analytics and integration.
• Master’s degree is a strong plus.

Langauge Proficiency: Conversational Level Japanese (JLPT N3) and Business level english.

Company Description:

The largest eCommerce company in Japan, and the third-largest e-comBusiness-levelmerce marketplace company worldwide.

The organization provides a variety of consumer and business-focused services including e-commerce, e-reading, travel, banking, securities, credit card, e-money, portal and media, online marketing, and professional sports

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