Tech Lead Machine Learning/Data Engineer

Encora Inc.; Teresina; Híbrido; BRL 120.000 - 160.000; Tempo integral

Resumo da oferta

A leading digital engineering firm is seeking a skilled professional in Brazil for a machine learning role. You'll work with a high-skilled team to leverage machine learning and statistical models, integrating them into larger systems. Essential qualifications include a Bachelor's degree in a related field and practical experience in Python, SQL, and DAG implementation. The position emphasizes collaboration with product managers and engineers and fosters a dynamic work environment.

Qualificações

• Desire to combine theory and abilities to solve problems pragmatically.
• Knowledge in probability and statistical modeling.
• Hands-on experience in statistical analysis and machine learning modeling.

Responsabilidades

• Leverage complex and high quality machine learning models.
• Build scalable models and DAGs in a high-demand environment.
• Evaluate model performance and remodelate accordingly.

Conhecimentos

Machine Learning techniques

Statistical analysis

SQL

Python programming

DAG implementation

Formação académica

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

Ferramentas

Python notebooks

Pandas

PySpark

Airflow

Cloud tools (AWS, Azure, GCP)

Descrição da oferta de emprego

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.