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6 days ago Be among the first 25 applicants
As a Senior ML Engineer at Provectus, you'll be responsible for designing, developing, and deploying production-grade machine learning solutions for our clients. You will work on complex ML problems, mentor junior engineers, and contribute to building ML accelerators and best practices.
Core Responsibilities
- Technical Delivery (60%): Design and implement end-to-end ML solutions from experimentation to production
- Build scalable ML pipelines and infrastructure
- Optimize model performance, efficiency, and reliability
- Write clean, maintainable, production-quality code
- Conduct rigorous experimentation and model evaluation
- Troubleshoot and resolve complex technical challenges
- Collaboration and Contribution (25%): Mentor junior and mid-level ML engineers
- Conduct code reviews and provide constructive feedback
- Share knowledge through documentation, presentations, and workshops
- Collaborate with cross-functional teams (DevOps, Data Engineering, SAs)
- Contribute to internal ML practice development
- Innovation and Growth (15%):



Stay current with ML research and emerging technologies
- Propose improvements to existing solutions and processes
- Contribute to the development of reusable ML accelerators
- Participate in technical discussions and architectural decisions

Requirements
- Machine Learning Core: ML Fundamentals, model development, ML frameworks, deep learning
- LLMs and Generative AI: experience building production LLM-based applications, prompt engineering, RAG systems, vector databases, LLM evaluation
- Data and Programming: Python, pandas, numpy, SQL, data pipelines, Spark or similar
- MLOps and Production: model deployment, containerization, CI/CD, monitoring, experiment tracking Cloud and Infrastructure
- AWS services, GCP expertise, cloud-native architectures, IaC

Will be a plus
- Practical experience with cloud platforms (AWS stack preferred)
- Practical experience with deep learning models
- Experi

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📌 Senior ML Engineer (Cali)
🏢 Provectus
📍 Cali