Lead Machine Learning Engineer
ThoughtWorksabout 4 hours ago
Guayaquil, EcuadorMid Level / Senior / Staff+
H1B Sponsor
Responsibilities
- Contribute to the direction of machine learning initiatives aligned with organizational goals.
- Oversee the development of new systems and applications from inception to reality.
- Lead the development of scalable and maintainable ML systems for optimal performance.
- Translate client needs into technically feasible ML applications.
- Own the development and maintenance of ML applications and pipelines.
- Champion Responsible AI and advocate for a culture of excellence.
- Troubleshoot intricate technical challenges and guide the team to resolutions.
- Stay updated on advancements in machine learning and implement new technologies.
- Foster a collaborative environment through mentorship and hands-on coding.
- Measure and analyze the impact of ML initiatives to ensure value delivery.
Requirements
- Experience in developing a technical vision and strategy aligned with business needs.
- Ability to design and execute cross-functional requirements based on business priorities.
- Proficient in writing clean, maintainable, and testable code using Python or Shell.
- Experience with distributed systems and scalable architectures for large-scale ML applications.
- Familiarity with ML techniques and platforms such as Scikit-learn, Tensorflow, and Pytorch.
- Knowledge of MLOps principles and CI/CD practices for ML systems.
- Understanding of key ML concepts, algorithms, and model lifecycles.
- Experience in designing infrastructure for ML training and serving workloads.
- Hands-on experience with cloud services for building and deploying ML pipelines.
Benefits
- Support for career development through interactive tools and numerous development programs.
- A culture that values collaboration and empowerment in career journeys.