SMBC Group

【〜 ¥15M】Software Engineer (AI × LLM × MLOps) Build AI Products That Transform the Real Estate Industry

SMBC Group  •  ¥15000k/yr  •  Akasaka, JP (Onsite)  •  2 hours ago
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Job Description


At
estie Inc.

, we are building the future of the commercial real estate industry by combining one of Japan's largest commercial real estate datasets with cutting-edge AI technologies.


We are looking for a
Software Engineer

to join our
Real Estate AI Lab

, where you'll focus on transforming AI models into scalable, production-ready software that delivers real value to customers. Rather than researching AI models themselves, your mission is to build and operate AI-powered products—from Proof of Concept (PoC) and MVP development to full-scale commercial deployment.


Working with technologies such as
LLMs, Generative AI, and MLOps

, you will help accelerate digital transformation across one of Japan's largest industries.


Job Responsibilities


  • Develop AI-powered products through rapid software engineering

  • Design and implement AI models and data pipelines

  • Build and operate MLOps environments, including CI/CD pipelines, monitoring, and alerting

  • Collaborate with cross-functional product teams to develop AI applications

  • Lead AI product planning, PoC development, and MVP implementation

  • Work closely with business stakeholders to define AI use cases and product requirements

  • Design and develop innovative AI products that maximize customer value

  • Continuously improve products based on customer feedback and market needs


About the Company


estie Inc.

is a fast-growing technology startup with the mission of
"Unlocking the Full Potential of Industries."


By building one of Japan's largest commercial real estate data platforms, estie provides SaaS products and AI solutions that optimize information, business operations, and transactions across the real estate industry.


Established in
January 2025

, the
Real Estate AI Lab

combines proprietary real estate data with Generative AI to develop innovative products such as AI-powered rent appraisal systems and domain-specific AI agents for the real estate industry.


Why Join This Role?


  • Build AI products using one of Japan's largest commercial real estate datasets

  • Participate in the entire product lifecycle—from PoC and MVP to commercial launch

  • Work hands-on with cutting-edge technologies including LLMs, Generative AI, and MLOps

  • Utilize modern cloud-native technologies such as Docker, Kubernetes, and CI/CD

  • Create AI products that have a significant impact on an entire industry

  • Contribute to research that may lead to conference presentations, publications, or patent applications


Requirements


Required Qualifications


  • Extensive professional experience in software development

  • Strong understanding of software engineering principles and best practices

  • Experience improving system reliability, scalability, maintainability, and code quality

  • Experience selecting appropriate architectures and technologies based on business requirements using multiple programming languages and frameworks

  • Experience collaborating with cross-functional teams including business stakeholders, engineers, and designers

  • Experience leading development projects from PoC through production release


Preferred Qualifications


  • Experience working with Large Language Models (LLMs)

  • Experience using Generative AI APIs such as the ChatGPT API

  • Experience building and operating MLOps environments

  • Hands-on experience with Docker, Kubernetes, or other container technologies

  • Experience designing and operating CI/CD pipelines

  • Development experience in startups or new business ventures

  • Experience working in fast-paced, small engineering teams


Ideal Candidate Profile


  • Passionate about empowering traditional industries through technology

  • Proactive in solving problems beyond defined roles and responsibilities

  • Adaptable in fast-changing environments

  • Committed to continuous learning and adopting emerging technologies

  • Motivated to create meaningful social and industrial impact through AI


Benefits


Compensation


  • Annual Salary: Up to
    ¥15,000,000

  • Salary Review: Twice a year (based on company and individual performance)

  • Performance Bonus: Twice a year (based on company and individual performance)

  • Stock Option Program


Location


  • Akasaka, Minato-ku, Tokyo


Working Style


  • Full-time

  • Discretionary Labor System

  • Typical Working Hours: 10:00 AM – 7:00 PM

  • Flexible Working Hours (Flex Time)

  • Remote Work Available


Holidays & Leave


  • 125 Annual Holidays

  • Two Days Off per Week (Saturday & Sunday)

  • National Holidays

  • Summer Vacation (3 days)

  • Welcome Leave (3 days)

  • Year-End & New Year Holidays

  • Paid Annual Leave


Benefits


  • Comprehensive Social Insurance

  • Stock Option Program

  • Housing Allowance

  • Relocation Assistance

  • Professional Certification Support

  • Book Purchase Subsidy

  • Learning & Conference Attendance Support

  • Remote Work Program

  • Indoor Smoking Area Available
SMBC Group

About SMBC Group

SMBC Group is a top-tier global financial group. Headquartered in Tokyo and with a 400-year history, SMBC Group offers a diverse range of financial services, including banking, leasing, securities, credit cards, and consumer finance. The Group has more than 150 offices and 120,000 employees worldwide in nearly 40 countries. Sumitomo Mitsui Financial Group, Inc. (SMFG) is the holding company of SMBC Group, one of the three largest banking groups in Japan. SMFG's shares trade on the Tokyo and Nagoya stock exchanges, and its ADRs trade on the New York Stock Exchange (NYSE: SMFG).

Americas: https://www.smbcgroup.com/

EMEA: https://www.smbcgroup.com/emea/

APAC: https://www.smbc.co.jp/asia/

Tokyo: https://www.smfg.co.jp/english/

Industry
Finance & Insurance
Company Size
10,000+ employees
Headquarters
Tokyo, JP
Year Founded
Unknown
Website
co.jp
Social Media