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AI Solutions Architect (AWS)

1 month ago
Colombia
Full-time
Senior
AI (Artificial Intelligence)
Software Development
API Gateway AWS Azure Computer Vision GCP IoT LLM Machine Learning MLOps Python SageMaker Serverless
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Provectus

Provectus

Provectus provides consulting services in artificial intelligence and machine learning, assisting businesses in integrating AI solutions to meet their unique objectives and enhance their operational capabilities across various industries.

Professional Services
251-1K
Founded 2010
View All Jobs 37

Description

  • Lead technical discovery sessions with prospective clients to understand business problems and define feasible ML solutions.
  • Design end-to-end ML and agentic AI architectures for client environments.
  • Author technical proposals that include scope, timelines, cost estimates, and resource estimates.
  • Create and deliver technical presentations and demonstrations for technical and non-technical audiences.
  • Support General Managers in winning new business through technical leadership.
  • Architect agentic AI solutions using autonomous decision-making, tool orchestration, and LLM-based workflows.
  • Design MCP integration strategies and recommend suitable agent frameworks for client use cases.
  • Develop reference architectures for RAG agents, multi-agent systems, and tool-using agents.
  • Build proof-of-concept demonstrations using AI-assisted development tools.
  • Advise clients on build-vs-buy decisions and AgentOps requirements such as monitoring, evaluation, and cost optimization.
  • Serve as the primary technical point of contact throughout the project lifecycle and manage technical stakeholder expectations.
  • Collaborate with delivery teams, provide technical guidance during execution, and contribute reusable solution patterns and documentation.
  • Mentor engineers on client communication and solution design.

Requirements

  • 6–8+ years of demonstrated experience in ML or data science roles.
  • Proven client-facing experience leading pre-sales or discovery engagements.
  • Track record of architecting and delivering ML solutions that helped win business.
  • Deep understanding of the full ML lifecycle from data ingestion through production deployment.
  • Experience designing scalable, production-grade ML architectures across domains such as RAG, computer vision, time series, and recommendation systems.
  • Strong experience architecting LLM-based applications, including agentic systems.
  • Proficiency with agent design patterns, state management, and orchestration frameworks such as LangGraph, LangChain agents, and multi-agent systems.
  • Hands-on experience with Claude Code, Claude Agent SDK, and Anthropic tool ecosystem.
  • Working knowledge of Model Context Protocol (MCP) architecture for client integrations.
  • Demonstrated use of AI-assisted development tools such as Cursor, GitHub Copilot, or Claude Code for prototyping and POC development.
  • Advanced knowledge of AWS ML and data services, including SageMaker, Bedrock, Lambda, and ECS.
  • Deep understanding of Amazon Bedrock agents, knowledge bases, and model hosting options.
  • Experience with serverless architectures such as Lambda, API Gateway, and Step Functions for agentic workflows.
  • Knowledge of MLOps, LLMOps, and AgentOps practices, including monitoring, evaluation, and cost optimization.
  • Ability to design cost-effective solutions with clear TCO analysis and trade-off assessment.
  • Understanding of data security, privacy, and compliance requirements.
  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related technical field, or equivalent experience.
  • AWS certifications such as Solutions Architect Professional or ML Specialty are preferred.
  • Industry experience in finance, healthcare, or retail is preferred.
  • Knowledge of AI ethics and responsible AI practices is preferred.
  • Experience with edge ML and IoT deployments is preferred.
  • Published thought leadership such as blogs, talks, or whitepapers is preferred.
  • Open-source contributions to agent frameworks or MCP servers are preferred.
  • Understanding of ETL/ELT patterns, vector databases, data lakes, and real-time versus batch processing architectures is preferred.
  • Previous consulting or professional services experience is preferred.
  • Understanding of Azure and GCP services for comparative client discussions is preferred.

Benefits

  • Remote-first environment with flexible working hours aligned to your local time zone.
  • Competitive salary reflecting client-facing expertise.
  • Budget for medical insurance.
  • Paid sick leave, vacation, and public holidays.
  • Clear career path toward Practice Leadership or Principal Architect roles.
  • Internal training programs covering leadership, public speaking, and technical certifications.
  • Full support for AWS and other professional certifications.
  • Learning budget and conference attendance.
  • Access to the latest AI tools and subscriptions for professional development.
  • Equipment and all the tools needed to work productively.

Interested in this position?

Apply directly on the company website

Apply Now

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