Tech Lead Machine Learning / Data Engineer

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

Resumo da oferta

A leading technology services company is seeking a Full-time remote position focused on machine learning and statistical models. The ideal candidate will work with a high-skilled team, implement models via DAGs, and evaluate performance. Essential skills include a Bachelor's degree in relevant fields and hands-on experience in statistical analysis and Python programming. Knowledge of SQL and DAG implementation is crucial. The work environment is dynamic, emphasizing collaboration and technical discussions using English.

Qualificações

• Hands-on experience in statistical analysis and Machine Learning modeling using Python.
• Desire to solve problems pragmatically using Machine Learning techniques.
• Knowledge of probability and statistical modeling.

Responsabilidades

• Work with a high-skilled team on complex machine learning models.
• Implement model to service integration via DAG creations.
• Evaluate model performance under real data testing results.

Conhecimentos

Machine Learning techniques

Statistical modeling

Python programming

SQL

Formação académica

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

Ferramentas

Pandas

PySpark

Airflow

AWS

Azure

GCP

Descrição da oferta de emprego

Important Information Location : Brazil

Job 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 Encora

Encora 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.