Design and implement resilient infrastructure for agentic LLM systems, including multi-agent coordination, Retrieval-Augmented Generation (RAG), and real-time orchestration.
Lead training and fine-tuning of large-scale foundation models tailored to Upwork’s domain-specific challenges and user base.
Partner with engineering, product, and research teams to align technical development with strategic business priorities.
Mentor and support other engineers and researchers to elevate team-wide technical capabilities and foster a culture of innovation and inclusion.
Drive experimentation and translate findings into robust, scalable production systems with clear metrics of success.
Identify opportunities for innovation, challenge conventional approaches, and lead initiatives that push the boundaries of applied ML.
Contribute to the external AI/ML community through papers, talks, or open-source contributions, enhancing Upwork’s visibility in the field.
Requirements
Demonstrated expertise in building, deploying, and scaling advanced ML models in a production environment using Python and frameworks like PyTorch or TensorFlow.
Deep technical understanding of transformer-based models, generative AI, and agent architectures such as MCP or A2A.
Proven experience training and optimizing large models on GPU clusters and integrating LLMs with APIs or orchestration systems.
Track record of leading high-impact, cross-functional initiatives with a focus on business outcomes and customer value.
A collaborative mindset, clear communication skills, and a drive to mentor and elevate those around you.
Benefits
comprehensive medical coverage for you and your family
unlimited PTO
401(k) plan with matching
12 weeks of paid parental leave
Employee Stock Purchase Plan
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonPyTorchTensorFlowML modelstransformer-based modelsgenerative AIagent architecturesGPU clustersAPIsorchestration systems
Soft skills
collaborative mindsetclear communication skillsmentoringsupporting othersinnovationteam-wide technical capabilitiescross-functional leadershipfocus on business outcomescustomer valuefostering inclusion