Tech Lead Machine Learning / Data Engineer

Encora Inc.; Teletrabalho; BRL 120.000 - 160.000; Tempo integral

Resumo da oferta

A leading digital engineering firm is looking for a Machine Learning Specialist to work remotely in Brazil. This role involves collaborating with a skilled team to leverage and implement complex machine learning models. The ideal candidate possesses a Bachelor's degree in a relevant field and has hands-on experience in Python and statistical modeling. Come join a dynamic team and contribute to innovative solutions as we strive to modernize enterprises globally.

Qualificações

• Desire to combine theory and abilities to solve problems pragmatically, applying Machine Learning techniques.
• Hands-on experience on model evaluation, integration, data transformation and deployment.
• Knowledge in probability and statistical modeling.

Responsabilidades

• Work with a highly skilled team to leverage complex machine learning models.
• Implement model to service integration via DAG creations and ETL processes.
• Evaluate model performance under real data testing results.

Conhecimentos

Statistical modeling

Machine Learning techniques

Python

SQL

DAG definition and implementation

Formação académica

Bachelor's degree in Statistics, Computer Science, Applied Mathematics, Electrical Engineering or related areas

Ferramentas

PySpark

Airflow

AWS

Azure

GCP

Descrição da oferta de emprego

Important Information Location : BrazilJob Mode : Full‑time Work Mode : Work from home Responsibilities and DutiesWork 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 SkillsBachelor'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 SkillsExperience 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.