22 ago
|
Sonatafy Technology
|
Colombia
22 ago
Sonatafy Technology
Colombia
THIS OPENING IS AVAILABLE FOR CANDIDATES IN LATIN AMERICA, NOT LIMITED TO ONLY COLOMBIA.
Sonatafy Technology, headquartered in Scottsdale, Arizona, is an award-winning nearshore software development company with a strong reputation. They have a dedicated in-house team of engineers, offering end-to-end software solutions and supporting client development staff augmentation. Catering to companies of all sizes and industries, including some of the world's largest brands, Sonatafy Technology is a trusted provider of nearshore enterprise-level cloud and mobile application software development services.
Responsibilities
- Design and build machine learning models from scratch using algorithms such as Decision Trees, K-Means, Neural Networks, and Random Forests.
- Deploy machine learning models manually using Python, ensuring scalability, reliability, and performance.
- Analyze data points such as IP addresses, locations, and user behavior to identify patterns related to spam detection and trust/safety.
- Perform feature engineering and selection to build effective machine-learning models.
- Set up and manage cloud infrastructure to deploy machine learning models without relying on managed services such as Amazon SageMaker.
- Innovate and experiment with solutions independently, taking ownership of complex problems without constant supervision.
Skills and Qualifications
- Strong understanding of machine learning algorithms, statistics, feature engineering, and optimization.
- Hands-on experience with building and deploying machine learning models using Python.
- Experience in trust and safety/spam detection, analyzing data for threat identification.
- Proficiency in setting up and managing cloud infrastructure for model deployment.
- Independent problem-solver with a creative and experimental mindset.
- Working knowledge of Natural Language Processing (NLP).
- Familiarity with LLM tooling — prompt engineering, embeddings, and vector databases, among others.
Technical To
📌 Sr Machine Learning Engineer (Colombia)
🏢 Sonatafy Technology
📍 Colombia