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エムディー株式会社 Tech Stack

AI-powered retail location strategy and sales forecasting for healthcare and commercial operators

Business Consulting and Services 港区, 東京都 51–200 employees Founded 2018 Privately Held

エムディー株式会社 blends human consulting with AI-driven analytics—its core stack spans Python, TensorFlow, PyTorch, and GCP/AWS/Azure, deployed against location strategy and sales forecasting for retail and healthcare clients. The engineering hiring surge (38 roles, with 52 senior-level hires) and heavy data investment (16 data team openings) reflect an aggressive push to scale proprietary AI products, particularly after a 2023 AI acquisition. The company is simultaneously navigating IPO preparation while managing forecast-accuracy improvement as a persistent internal challenge.

Tech Stack 34 technologies

Core StackPython scikit-learn TensorFlow PyTorch AWS PHP Laravel Next.js BigQuery Vertex AI Docker Looker Tableau Java Kotlin Ruby JavaScript React Vue R SQL GCP Azure Google Sheets Google Slides Cloud Run Looker Studio CARTO deck.gl Git+4 more

What エムディー株式会社 Is Building

◆Challenges

Improving ai sales forecast accuracy
Security audit compliance
Improving ai sales forecasting
Store location optimization
Hiring challenges
Ipo preparation
Ai sales forecast improvement
Business expansion
Achieving high profitability via dx
Fundraising strategy

▲Active Projects

Ai algorithm development for gleasin
Location strategy consulting
Ai sales forecast improvement
Ipo preparation
Sales forecast development and operation for large franchise
Sales and demand forecasting product development
Post-opening operation improvement
Business plan creation
Algorithm development for company product
Clinic opening support

Hiring Activity

Accelerating120 roles · 65 in 30d

Department

Engineering

Data

Healthcare

Sales

Finance

Product

Executive

Legal

Seniority

Senior

Mid

Manager

Director

Lead

C-Level

Junior

Notable leadership hires: Chief Technology Officer, HR General Affairs Director, Finance Director, System Development Director

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About エムディー株式会社

エムディー株式会社 operates as a hybrid consulting and technology firm founded in 2018 and headquartered in Minato, Tokyo. The business rests on three pillars: consulting services tailored to physicians and dentists opening or managing practices; development and operation of medical facility complexes in premium retail and transit locations nationwide; and AI-powered sales forecasting and location optimization products (the latter co-developed with Tokyo University and refined through a 2023 acquisition). The company maintains relationships with major real-estate developers and serves multi-unit franchise operators. Active projects span clinic opening support, location strategy, and demand forecasting product development, with an organizational focus on scaling engineering and data talent ahead of planned equity listing.

Headquarters港区, 東京都

Company Size51–200 employees

Founded2018

Hiring MarketsJapan

Frequently Asked Questions

What is エムディー株式会社's tech stack?

Core: Python, R, SQL, TensorFlow, PyTorch, scikit-learn. Infrastructure: AWS, GCP, Azure. Visualization: Looker, Tableau, deck.gl, CARTO. Web/app: Next.js, React, Vue, Laravel, PHP. Data: BigQuery, Cloud Run, Vertex AI.

What is エムディー株式会社 working on?

Primary focus: AI sales forecasting and location optimization for retail and healthcare operators. Active projects include forecast algorithm refinement, clinic opening support, location strategy consulting, and demand prediction products. Also managing IPO preparation.