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#104 - AI Software Engineer

Discussion

Key Responsibilities:

  • Design, build, and enhance AI-powered applications and backend services for internal or customer-facing use cases.
  • Build and maintain AI agents and agentic workflows that can reason, orchestrate tasks, and integrate with external tools and services.
  • Develop MCP-based integrations and tool interfaces that enable AI systems to interact securely with external platforms, APIs, and business systems.
  • Implement prompt orchestration, context handling, tool calling, memory patterns, and evaluation workflows to improve agent reliability.
  • Collaborate with engineering, product, and architecture teams to define scalable patterns for AI agent development and deployment.
  • Integrate LLM capabilities into software systems while balancing performance, reliability, cost, and safety.
  • Investigate system issues, improve quality and observability, and optimize AI workflow efficiency in production environments.
  • Participate in code reviews, release support, experimentation, and production incident resolution.
  • Create technical documentation and contribute to best practices for AI engineering, agent development, and MCP adoption.

Must-Have Skills

  • 4+ years of experience in software engineering, backend engineering, or applied AI engineering.
  • Strong programming skills in Java and/or Python.
  • Hands-on experience building AI-powered applications or integrating LLM capabilities into production systems.
  • Experience designing or building AI agents, multi-step orchestration workflows, or tool-using automation systems.
  • Experience with MCP or similar integration patterns for connecting AI systems to external tools, APIs, or enterprise platforms.
  • Strong understanding of system design, APIs, distributed systems, and production software engineering fundamentals.
  • Familiarity with prompt design, context management, evaluation approaches, and reliability patterns for agent-based systems.
  • Proven ability to work effectively in fast-paced delivery environments.
  • Delivery-oriented and comfortable operating across development, experimentation, and production support responsibilities.
  • Effective at collaborating with cross-functional teams under tight timelines.
  • Strong ownership mindset with practical problem-solving skills.

Nice-to-Have Skills

  • Experience with multi-agent systems, retrieval-augmented generation, semantic search, or vector-based architectures.
  • Familiarity with cloud-native infrastructure, monitoring, and observability for AI services.
  • Experience with model evaluation, guardrails, safety patterns, and prompt/version lifecycle management.
  • Experience integrating AI solutions with enterprise platforms such as Salesforce, Jira, Slack, or internal developer tools.
  • Background in workflow automation, event-driven systems, or backend platforms that support AI-enabled products.

Required Tools & Platforms

  • Java and/or Python.
  • MCP or similar AI integration patterns for connecting AI systems with external tools, APIs, or platforms.
  • LLM and agent-based application environments supporting prompt orchestration, context handling, tool calling, memory, and evaluation.
  • APIs and production backend or distributed systems.

Location, Time & Engagement

  • Remote contract engagement.
  • 100% allocation, approximately 40 hours per week.
  • Candidates must be based in APAC or LATAM.
  • Candidates must be able to provide working-hours overlap with U.S. Central Time.
  • APAC candidates should also be able to provide some overlap with India Standard Time, with availability preferably extending through 11:00 a.m. U.S. Central Time.
  • Current engagement end date: March 31, 2027.

Skills

See also

AI Engineering jobs by country — openings, pay and top skills →

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