Tech Lead Machine Learning/Data Engineer
BrazilFull-TimeLeadSoftware Engineering
Intro
- Important Information
- Location: BrazilJob Mode: Full-time Work Mode: Work from home
- Responsibilities and Duties
- Work with a high skilled team to leverage complex and high quality machine learning and statistical models;
- Implement model to service integration via DAG creations and ETL processes;
- Evaluate model performance under real data testing results and remodelate accordingly;
- Build scalable models and DAGs to enable new workflows creations in a high-usage, high-demand environment;
- Work with worldwide multidisciplinary distributed team, participate in technical discussions and definitions using English as main communication language;
- Leverage accurate model architecture and documentation.
Essential Skills
- Bachelor’s degree in Statistics, Computer Science, Applied Mathematics, Electrical Engineering, Physics or related areas;
- Desire to combine theory and abilities to solve problems pragmatically, applying Machine Learning techniques and integrating them into larger systems;
- Desire to work with product managers and software engineers, translating requirements into design and models into end-to-end production code;
- Knowledge in probability and statistical modeling;
- Hands-on experience in statistical analysis and Machine Learning modeling using Python;
- Hands-on experience on model evaluation, integration, data transformation and deployment, covering the complete end-to-end cycle;
- Knowledge in SQL and relational databases;
- Knowledge with DAG definition and implementation.
Highly Desirable Skills
- Experience with Python notebooks, pandas;
- Experience with PySpark, Airflow;
- Experience with cloud tools (AWS, Azure, GCP) and orchestration tools;
- Knowledge about model life cycle, data drift and model drift;
- Experience with data structures;
- Experience with finops data treatment and cost saving analysis.
- About EncoraEncora is the preferred digital engineering and modernization partner of some of the world’s leading enterprises and digital native companies. With over 9,000 experts in 47+ offices and innovation labs worldwide, Encora’s technology practices include Product Engineering & Development, Cloud Services, Quality Engineering, DevSecOps, Data & Analytics, Digital Experience, Cybersecurity, and AI & LLM Engineering.At Encora, we hire professionals based solely on their skills and qualifications, and do not discriminate based on age, disability, religion, gender, sexual orientation, socioeconomic status, or nationality.
