Tech Trends

From ERP and open systems to data and AI: how technology talent is evolving

Technology evolves by adding layers, not deleting history

Enterprise IT did not move through clean replacements. Hardware and networks still support systems of record; web, mobile and cloud added speed; data platforms enabled machine learning; and generative AI now adds a new automation layer. Reliable AI still depends on infrastructure, governed data, APIs, security and operations.

ERP remains the system of record

SAP, Oracle, Salesforce and Microsoft 365/Dynamics 365 continue to anchor finance, supply chain, customers, sales and collaboration. ERP consultants, business analysts, integration engineers and AMS teams increasingly connect process knowledge, data quality and AI-enabled automation.

Open systems and data built the runway for AI

Java, PHP, Python, JavaScript and open-source ecosystems expanded web, API, mobile and cloud delivery. Data warehouses, lakes, streaming and machine-learning operations created the foundation for generative AI and agents.

An AI-first team needs more than AI engineers

  • AI and data: LLMs, machine learning, data engineering, MLOps and AI governance
  • ERP: SAP, Oracle, Salesforce and Microsoft 365/Dynamics 365
  • Software: Java, Python, PHP, cloud, APIs, SRE and cybersecurity
  • Business enablement: HRBP, Sales Manager, Finance Manager and project leadership

How TAC supports technology organisations

TAC starts with the business outcome, maps the technology layers and roles, then combines on-site recruitment, specialist search, licensed staffing and on-site-plus-offshore delivery. We publish only confirmed open roles; other capabilities are served through employer talent mapping and targeted search.

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