Senior GenAl Engineer

hace 4 días


Medellín, Antioquia, Colombia 8base A tiempo completo

What were looking for Senior GenAl Engineer
(Only for people located in Latinamerica).
Our client leads the way in AI innovation, leveraging cutting-edge technology to transform legacy systems into modern, efficient, and scalable solutions. They work with enterprise clients to future-proof their applications, helping them meet the demands of today's dynamic digital environment. The team excels at solving complex challenges and delivering AI-powered solutions. They foster a culture of creativity, collaboration, and continuous learning
.
We are seeking a highly skilled
Senior GenAl Engineer (Multi-Agent Systems)
to play a key role in advancing our Al-driven platform and client solutions.

The ideal candidate has 4+ years of hands-on Machine Learning (ML) experience beyond academia, thrives in fast-paced environments, and enjoys solving complex technical challenges. A strong foundation in cloud-based ML solutions, Al model deployment, and optimization techniques is essential. Those with a passion for staying at the forefront of Al advancements and delivering high impact solutions will excel in this role.

Key Responsibilities:

  • Architect and scale multi-agent orchestration frameworks (e.g., LangGraph, AutoGen, Llamalndex, CrewAl)
  • Implement agent-to-agent communication, memory and state management Build evaluation and feedback loops (e.g., latency, success-rate, hallucination control, cost)
  • Integrate agents with external APIs, data systems and event streams Ensure scalability, observability and MLOps for agent workflows
  • Contribute to building and enhancing our Mechanized Al platform and mAln Modernize product suite
  • Serve as ML SME on client projects, as needed
  • Design ML systems
  • Research and implement appropriate ML algorithms and tools
  • Select appropriate datasets and data representation methods
  • Run ML tests and experiments
  • Extend existing ML libraries and frameworks
  • Stay current with emerging technologies and ML best practices to continuously improve our methodologies and tools

Experience And Knowledge

  • 5+ years of professional software (Al preferred) engineering
  • 2+ years building production LLM or multi-agent systems
  • Practical proficiency with graph databases (e.g., TigerGraph, Neo4j) and graph-based retrieval (e.g., GraphRAG), plus experience with vector databases like Opensearch, CosmosDB, or Pinecone
  • Deep experience with one or more: LangGraph, AutoGen 0.4, Llamalndex
  • AgentWorkflow, ag2, strands agents, etc
  • Retrieval for agents: Opensearch plus TigerGraph and GraphRAG patterns for global reasoning
  • Observability: Langfuse or Phoenix with OpenTelemetry; track quality, cost, and latency
  • Serving: Deploy and scale agentic workloads via AWS Fargate, Step Functions, and Lambdas (or equivalent services on other clouds), ensuring p95 latency targets
  • Safety by design aligned to OWASP LLM Top 10; implement policy-compliant tool scopes and output validation.
  • Interoperability: Model Context Protocol (MCP) for tool and data access, with bonus for LangGraph MCP adapters
  • Experience with cloud environments (e.g., AWS, Azure, GCP): ECS, Step Functions, Lambda and equivalents on other clouds.
  • Experience developing, deploying, and managing/monitoring non-open source LLMs
  • Knowledge of containerization technologies (e.g., Docker, Kubernetes) and microservices architecture
  • Expertise in Object-Oriented Programming (OOP) principles and unit test-driven development methodologies
  • Retrieval-augmented generation (RAG) optimization
  • Advanced experience in NLP techniques and applications
  • Strong proficiency in Python programming
  • Familiarity with prompt engineering approaches and best practices
  • Knowledge of data structures, data modeling, and software architecture
  • Bachelor's degree in computer science, software engineering or related field
  • Strong analytical and problem-solving skills, with ability to propose innovative solutions and troubleshoot issues
  • Ability to work independently and as part of a collaborative team in a fast-paced environment
  • English B2
  • Only for people located in Latinamerica

Preferred Qualifications:

  • Agent development
  • Data privacy
  • Fine tuning LLMs
  • -LM architecture and techniques for performance
  • LLMOps
  • MLevaluation
  • Model decay and data drift detection and handling
  • lac: Pulumi, Terraform, and/or Cloud SDKs
  • Security
  • Vector databases

Compensation & Benefits

  • Participation in innovative, high-impact regional projects.
  • People-centric culture with autonomy and continuous learning.
  • Work 100% Remote
  • Work from anywhere
  • We pay in US dollars.
  • 40 USD BYOD.
  • You can enjoy all the holidays in your country.
  • 10 days of PTO payments

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