Product AI/ML Engineer
3 semanas atrás
We are seeking an exceptional Machine Learning (ML) Engineer to join our Product Technology group, focusing on the development and deployment of generative AI models. As a ML Engineer, you will collaborate closely with data scientists, software engineers, and product managers to design, implement, and optimize machine learning models that power our AI-driven products.
Key Responsibilities:
- Design, develop, and train machine learning and algorithms models, with a focus on GenAI.
- Experiment with and fine-tune models to achieve optimal performance for specific applications and use cases.
- Build and maintain scalable data pipelines that support the training and deployment of machine learning models.
- Work closely with software engineers to integrate machine learning models into production environments.
- Collaborate with cross-functional teams to understand product requirements and translate them into technical specifications.
Requirements:
- Professional experience: 2+ years in developing and implementing AI/ML models and algorithms at production level.
- Education: BSc or MSc degree in Computer Science, Data Science/Machine Learning, or a related field.
Preferred Qualifications:
- Theoretical foundation: deep learning, traditional machine learning, probability and statistics, natural language processing, computer vision, data wrangling and preparation, and model evaluation and interpretation.
- Cloud Platforms: AWS, Azure, GCP.
- Development: Python, Julia, Go/ PyTorch, Scikit-learn, Keras / CI/CD pipelines, and version control.
- MLOps practices and tools for model deployment and monitoring.
- Databases: PostgreSQL, MySQL, MongoDB, Redis.
- Container/Orchestration: Docker, Kubernetes, Docker Swarm.
Professional Attributes:
- Problem Solving: ability to break down complex problems into manageable components, devising creative solutions, and iteratively refining ideas based on feedback and experimental evidence.
- Collaboration and Communication: proficiency in working cross-functionally communicating clearly, providing constructive criticism, delegating responsibilities, and respecting diverse perspectives.
- Project Management and Prioritization: demonstrated aptitude in balancing multiple projects, deadlines, and allocating time efficiently between short-term objectives and long-term goals.
- Critical Thinking: ability to carefully evaluate assumptions, questioning established methodologies, challenging own biases, and maintaining skepticism when interpreting results.
- Curiosity and Continuous Learning: ability to stay curious about advances in related fields and constantly seeking opportunities to expand knowledge base.
- Emotional Intelligence and Intellectual Humility: capable of displaying empathy, resilience, adaptability, and self-awareness. Ability to recognize own limitations, embracing uncertainty, acknowledging mistakes, and valuing others contributions.
Benefits:
- Medical insurance (SulAmérica) - adding dependents will incur an additional charge.
- Meal Voucher credited at Flash Card.
- Life Insurance.
- Stock Options.
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