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Scalable Big Data solutions designed for performance, reliability, and your team’s unique needs.
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Big Data Architecture for SaaS and Enterprise Teams
Whether you’re upgrading systems, scaling data pipelines, or hiring engineers, Curotec delivers high-performing Big Data solutions.
Our core capabilities include:
- Data pipeline engineering
- Scalable system architecture
- Cloud infrastructure & DevOps
- Data visualization & UI/UX
- QA & automated testing
- Technical project leadership
- Performance tuning & debugging
Who We Support
Curotec provides expert Big Data architects who align with your team’s goals and adapt to your evolving needs, whether you’re a startup or a large enterprise.
Growth-Stage Tech Companies
Scale your product without slowing down or compromising quality. Our experienced developers work alongside your team to streamline workflows, tackle challenges, and help you move fast while delivering more impactful results.
Enterprise Engineering Teams
We understand the complexities of procurement, the importance of security, and the intricacies of streamlined processes. With years of experience in these areas, we ensure smooth onboarding for new initiatives and deliver reliable execution at scale, helping your organization achieve its goals efficiently and effectively.
Early-Stage Startups
Move fast and stay focused on what matters most. We provide dedicated engineering support to help your team stay agile, tackle challenges efficiently, and iterate quickly. With our expertise, you can streamline your processes and keep delivering innovative solutions without missing a beat.
Ways to engage
Our models adapt to your team’s structure, project timeline, and technical needs. We provide a personalized, efficient approach aligned with your goals.
Staff Augmentation
Quickly add experienced Big Data Architecture developers to your team. Our U.S. and LATAM engineers follow your tools, processes, and sprint cadence.
Retainer Services
Need consistent backend support without full-time hires? Our retainer model gives you reliable access to developers for maintenance, optimization, and incremental improvements.
Project Engagement
For scoped initiatives—like system audits, legacy modernization, or component builds—we deliver high-quality outcomes on a fixed timeline and budget.
We'll spec out a custom engagement model for you
Invested in creating success and defining new standards
At Curotec, we do more than deliver cutting-edge solutions — we build lasting partnerships. It’s the trust and collaboration we foster with our clients that make CEOs, CTOs, and CMOs consistently choose Curotec as their go-to partner.
Why Curotec for Big Data Architecture?
Curotec combines technical expertise and experience to build scalable, secure data systems. Whether creating a new solution or improving a platform, our experts help you make smarter, faster decisions with confidence.
1
Extraordinary people, exceptional outcomes
Our outstanding team represents our greatest asset. With business acumen, we translate objectives into solutions. Intellectual agility drives efficient software development problem-solving. Superior communication ensures seamless teamwork integration.
2
Deep technical expertise
We don’t claim to be experts in every framework and language. Instead, we focus on the tech ecosystems in which we excel, selecting engagements that align with our competencies for optimal results. Moreover, we offer pre-developed components and scaffolding to save you time and money.
3
Balancing innovation with practicality
We stay ahead of industry trends and innovations, avoiding the hype of every new technology fad. Focusing on innovations with real commercial potential, we guide you through the ever-changing tech landscape, helping you embrace proven technologies and cutting-edge advancements.
4
Flexibility in our approach
We offer a range of flexible working arrangements to meet your specific needs. Whether you prefer our end-to-end project delivery, embedding our experts within your teams, or consulting and retainer options, we have a solution designed to suit you.
What Our Big Data Engineers Support
Real-Time Data Pipelines
Scalable Data Lakes
ETL & Data Workflows
Cross-System Data Integratio
Streaming Analytics & Monitoring
AI/ML Platform Enablement
Big Data Tools & Frameworks We Support
Data Storage and Management
Curotec builds scalable storage layers with top technologies, ensuring reliable, cost-efficient, high-performance data access.
- Amazon S3 – Durable object storage designed for high availability and flexible integration with your data pipelines.
- Google BigQuery – Serverless warehouse for real-time SQL analytics on petabyte-scale datasets without infrastructure overhead.
- Snowflake – Multi-cloud data platform enabling fast, secure data sharing and elastic compute for modern analytics workloads.
- Hadoop HDFS – Distributed file system for storing and managing massive unstructured data across commodity hardware.
Real-Time Data Processing and Streaming
We help engineering teams build real-time data pipelines for event-driven systems, analytics, and responsive user experiences at scale.
- Apache Kafka – Scalable event-streaming platform for ingesting and processing data in motion across distributed systems.
- Apache Flink – Real-time stream processor designed for complex event handling and low-latency computations.
- Spark Streaming – Enables near real-time analytics by extending the Apache Spark engine with micro-batch stream processing.
- Google Dataflow – Managed service for unified batch and stream data processing with minimal ops burden.
Big Data Querying and Analytics
We build scalable analytics platforms to help your team quickly extract actionable insights from massive datasets.
- Presto – A distributed SQL engine that enables fast, federated queries across data lakes, warehouses, and cloud storage.
- Apache Hive – A reliable framework for running SQL-style queries on large-scale structured data stored in Hadoop.
- Elasticsearch – A search-optimized engine for analyzing logs, metrics, and event data in near real-time.
- ClickHouse – A columnar OLAP database built for lightning-fast queries on large volumes of analytics data.
Machine Learning and AI Integration
Curotec integrates machine learning into your Big Data stack to deliver predictive insights and automate decision-making at scale.
- TensorFlow – A production-ready framework for building and training large-scale machine learning models.
- PyTorch – A flexible deep learning framework optimized for rapid development and deployment of AI applications.
- Databricks MLflow – An end-to-end ML lifecycle tool for managing experiments, tracking models, and simplifying deployment.
- Google Vertex AI – A managed AI platform that streamlines model development, MLOps, and enterprise-scale deployment.
Deployment and Infrastructure
Curotec builds scalable, reliable Big Data infrastructure, streamlining deployment, management, and reducing overhead.
- Amazon EMR – A managed platform for running Apache Spark, Hadoop, and other data frameworks with minimal setup.
- Kubernetes – Orchestrates containerized Big Data workloads for efficient scaling and high availability.
- Terraform – Automates infrastructure provisioning across cloud platforms with repeatable, version-controlled code.
- Azure Synapse Analytics – A unified analytics service that brings together data warehousing, querying, and machine learning in one environment.
Data Security and Governance
We help enterprises protect data, ensure compliance, and enforce governance across Big Data pipelines.
- Apache Ranger – Enables centralized security administration, fine-grained access control, and audit trails for Hadoop and related systems.
- Apache Atlas – Provides data lineage, classification, and metadata management to support enterprise governance initiatives.
- HashiCorp Vault – Manages secrets, API keys, and credentials securely across data environments.
- AWS Lake Formation – Simplifies security management and data cataloging in Amazon S3-based data lakes.
Big Data Workflow Automation
Curotec automates complex data workflows, helping teams scale faster with more consistency and visibility.
- Apache NiFi – Automates real-time data ingestion and routing with visual flow design and strong data provenance tracking.
- Apache Airflow – Schedules and monitors data workflows, enabling teams to manage dependencies and run complex pipelines reliably.
- dbt (Data Build Tool) – Simplifies data transformation and modeling with version-controlled SQL workflows for analytics teams.
- Google Cloud Composer – A fully managed Airflow service for building and scaling production-grade data workflows in the cloud.
Cloud Data Warehousing and Lakehouse Solutions
Curotec builds cloud-native data platforms that blend data lake scalability with warehouse performance.
- Azure Data Lake – Scalable object storage for structured and unstructured data with seamless Azure ecosystem integration.
- Delta Lake – Adds ACID transactions, versioning, and reliability to data lakes, powering modern lakehouse architectures.
- BigQuery – A fully managed analytics warehouse for running real-time SQL queries across petabyte-scale datasets.
- Amazon Redshift – High-performance cloud warehouse built for large-scale analytics and data-driven decision making.
Frequently asked questions (FAQs)
Can Curotec deliver a complete Big Data solution, or just support our team?
Both. Whether you need end-to-end delivery or extra expertise for your team, we can quickly provide skilled data architects and engineers.
How quickly can we get started?
We move fast: whether you need full project delivery or team support. Expect initial scoping or candidate profiles within 24 hours and a clear plan to start by week’s en
Does Curotec support hybrid cloud or on-premises solutions?
Yes, we work with AWS, Azure, and GCP, and also design solutions for hybrid or on-premises needs.
Can your team work with our engineering and data science teams?
Absolutely. We integrate into your workflows, tools, and architecture, working with your team to ensure success.
What industries does your Big Data team specialize in?
We specialize in healthcare, finance, logistics, SaaS, and eCommerce, especially in regulated or high-scale environments.
Do you offer architectural consulting before a build?
Curotec offers discovery sessions, audits, and roadmapping to help you define a clear strategy before development.
Ready to have a conversation?
We’re here to discuss how we can partner, sharing our knowledge and experience for your product development needs. Get started driving your business forward.
Big Data Querying and Analytics
We integrate advanced analytics solutions to enable powerful data insights and decision-making.
- Presto – A high-performance distributed SQL query engine for querying large-scale datasets across multiple storage systems.
- Apache Hive – A data warehouse infrastructure that facilitates querying and analysis of structured data in distributed storage.
- Elasticsearch – A distributed search engine optimized for log analytics, full-text search, and visualization.
- ClickHouse – A fast, open-source columnar database optimized for real-time data analytics and high-speed querying.