Shape Digital Tech Stack

AI-powered predictive analytics for industrial operations and maintenance

Software Development Rio de Janeiro, Rio de Janeiro 51–200 employees Founded 2021 Privately Held

Shape delivers predictive maintenance and reliability solutions to oil and gas operators using Python, TensorFlow, PyTorch, and Spark. The tech stack reflects a data-science-first architecture: MLflow and Kuberflow for model deployment, OSIsoft PI and SCADA integrations for industrial sensor data, and SAP/Maximo for maintenance workflows. Active hiring skews heavily toward senior engineers and data roles (7 engineering, 2 data), with near-term focus on building an internal MLOps platform and scaling an AI platform architecture—signaling maturation beyond point solutions toward a standardized, deployable model stack.

Tech Stack 48 technologies

Core StackAWS Python Scala Java C++ scikit-learn TensorFlow MLflow Docker Kubeflow Apache Spark Apache Kafka PyTorch Xero SAP Oracle Salesforce ADP Workday Power BI OSIsoft PI SCADA SAP PM Maximo Azure GCP Bash SQL Keras Excel+18 more

What Shape Digital Is Building

◆Challenges

Reducing effort to deploy models
Accelerating data scientist value generation
Scaling ai platform
Managing large model fleet
Cost control and governance
Cloud cost allocation
Labor capitalization process
Reducing churn risks
Ensuring continuous adoption
Improving software architecture

▲Active Projects

Build shape’s mlops platform
Implement ai platform architectures
Integrate ai capabilities across product domains
Unified financial database
Automated dashboards
Finance hr legal process improvements
Predictive maintenance monitoring
Asset monitoring

Hiring Activity

Accelerating15 roles · 7 in 30d

Department

Engineering

Data

Finance

Sales

Support

Seniority

Senior

Mid

Intern

Lead

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About Shape Digital

Shape is a digital services company spun from MODEC, operating in Rio de Janeiro with a team of 51–200. The company targets capital-intensive industries—primarily oil and gas—with AI-driven solutions for predictive maintenance, asset monitoring, energy efficiency, and process safety. Work combines first-principles modeling with machine learning on industrial time-series data (PI system, SCADA) integrated into existing ERP and maintenance systems (SAP, Maximo, Oracle). The org blends systems engineers, data scientists, and full-stack developers to customize solutions for client-specific operational constraints.

HeadquartersRio de Janeiro, Rio de Janeiro

Company Size51–200 employees

Founded2021

Hiring MarketsBrazil

Frequently Asked Questions

What tech stack does Shape Digital use?

Core stack includes Python, Scala, Java, C++, TensorFlow, PyTorch, scikit-learn, MLflow, Kubeflow, and Apache Spark for ML/data. Industrial integrations: OSIsoft PI, SCADA, SAP PM, Maximo. Cloud: Azure, AWS, GCP. ERP: SAP, Oracle, Workday.

What is Shape Digital working on?

Building an MLOps platform, implementing AI platform architectures, integrating AI across product domains, deploying predictive maintenance monitoring, and automating financial/HR/legal processes.