AI Engineer(LLM/VLM) / Fully Remote

Bloomtech Inc.
United States
1 day ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Shift work
Languages
English
Job source

Tech stack

Artificial Intelligence Computer Vision Cloud Computing Databases Database Design Python (Programming Language) Machine Learning NoSQL Systems Development Life Cycle Tensorflow SQL Databases Pytorch
+8 more
Retrieval-Augmented Generation Large Language Models Prompt Engineering Generative AI Git Kubernetes Docker Programming Languages

Job description

  • Responsibilities: Leading LLM/VLM Solution Development & Technical Excellence as an LLM/VLM Engineer

・Architect, develop, and deploy LLM/VLM systems end-to-end (data collection, data preprocessing, model selection, training, evaluation, and cloud/on-premise deployment)

・Provide generative AI technical consulting, requirements definition, and solution proposals to address client DX initiatives

・Conduct technical research, evaluation, and client-facing technical negotiations to uncover latent business needs

・Systematize project insights and technical documentation to elevate the organization’s collective engineering capabilities

・Lead tech study sessions, track latest research papers and technology trends, and mentor the engineering team

[ Technical Environment ]

・Languages & Frameworks: Python, PyTorch, and machine learning libraries

・Technical Domains: LLM, VLM, NLP, RAG, Fine-tuning, Prompt Engineering, Model Optimization / Compression

・Infrastructure & Cloud: Cloud platforms, On-premises environments, Docker, Kubernetes

・Databases: SQL / NoSQL

・Tools: Git

Requirements

[Must-have]

・Hands-on development experience with Python and machine learning frameworks such as PyTorch

・Experience in LLM/VLM development with at least one of the following:

  1. Algorithm, product, or system development experience in LLM projects (proposal, architecture design, implementation, and development management)

  2. LLM performance optimization experience (dataset creation, RAG, fine-tuning, prompt engineering, acceleration/compression, accuracy & performance evaluation)

  3. System implementation and deployment experience involving LLMs across on-premises or cloud environments

・Knowledge and practical experience in Natural Language Processing (NLP)

・Experience in collaborative team development using Git

・Experience in technical communication and technical proposals with sales teams or external clients

[Nice-to-have]

・Knowledge and development experience in computer vision (image recognition AI, classical computer vision)

・Experience deploying and operating machine learning models in production

・Knowledge and experience with container technologies such as Docker and Kubernetes

・Database design and operational experience (SQL / NoSQL)

・Ability to read technical documentation and communicate in English

・Ability to track latest research papers/tech trends and apply them to practical business solutions

Benefits & conditions

・Fully remote anywhere in Japan with flexible working hours (flextime window: 5:00 AM - 10:00 PM)

・End-to-end involvement in cutting-edge LLM/VLM R&D and solution development, from architecture design to implementation and performance optimization

・Core engineering leadership opportunity in the Advanced AI Development Department to drive team growth and knowledge sharing

  • Annual Salary

6,500,000 - 8,000,000 JPY

(Commensurate with experience and skills / Bonus available)

About the company

With the mission of “Making the future of humanity overwhelmingly interesting!”, we are an advanced AI research and development company striving to unravel the mystery of consciousness and develop the world’s first Artificial General Intelligence (AGI). Operating with a capital of 100 million yen and a team of 95 professionals, we deliver high-impact AI solutions ranging from data analytics and proprietary deep learning model compression technologies to robotics and edge intelligence.

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