Note: The job is a remote job and is open to candidates in USA. Vividion Therapeutics, Inc. is a company focused on leveraging AI and machine learning technologies. They are seeking an AI/ML Engineer to design, develop, and deploy AI systems and machine learning models to automate processes and solve business problems.
Responsibilities
- Design, build, and deploy end-to-end AI/ML and agent-based systems, from problem definition and model development to production deployment, monitoring, and continuous improvement to solve business problems, and automate enterprise and scientific tasks
- Focus on simulating human learning activities, improving system performance through data analysis, and developing deep learning frameworks and systems
- Collaborate with scientists to build robust data pipelines and ensure high-quality training data
- Design scalable, reliable services on major cloud platforms; strong CI/CD, observability, and operational excellence
- Translate customer requirements to business solutions using data pipelines and statical models
- Build & maintain scalable ML infrastructure, including training pipelines, feature stores, and model serving systems
- Contribute to MLOps best practices, including CI/CD for ML, model versioning, and A/B testing frameworks
- Create exploratory analysis, model design & training, validation, feature engineering, production handoff to drive business optimization
- Responsible for constructing, studying, and training algorithms that learn from complex, high-dimensional data to uncover patterns and develop practical predictive models and applications
- Document architectures, experiments, and results clearly for technical and non-technical stakeholders to support current work and any retraining for the future
- Data, model, and agent pipeline engineering (e.g., workflow orchestration, model lifecycle management, automated retraining/rollouts)
- Orchestration and integration across components (agent frameworks, containers, web services/APIs, distributed systems)
- Develop and integrate intuitive Copilot experiences into existing tools to provide real-time, AI-driven assistance and insights to team members
Skills
- BA/BS degree in Computer Science + 6 years hands-on experience designing, building, deploying, and maintaining end-to-end or related field OR 10+ years' experience in data engineering or related field
- AI/ML systems in production environments
- Solid knowledge of backend system design, APIs, CI/CD pipelines, agent-based workflows, and production support for scalable AI/ML platforms
- Fluency in multiple coding languages including SQL and Python and ML frameworks
- History of meeting tight deadlines and providing accurate estimates of time required to complete complex tasks
- Experience building and deploying production ML system using ML algorithms, deep learning, and statistical modeling
- Effective communication with both technical and non-technical audiences
- Comfort with ambiguity and a bias toward experimentation
- Experience designing and deploying autonomous AI Agents utilizing modern LLM frameworks and orchestration tools
- Candidates based in San Diego are preferred
- Remote candidates will also be considered based on qualifications
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