AI/ML Engineer

1 semana atrás

Brasil Nokia Global Tempo inteiro R$80.000 - R$120.000 por ano
Description

  • Develop, train, and optimize machine learning models using state-of-the-art algorithms and techniques.

  • Process and analyze large datasets to extract meaningful features and insights.

  • Build scalable ML pipelines and deploy models into production environments.

  • Collaborate with data scientists, telco engineers, automation experts and product managers to understand business requirements and translate them into AI solutions.

  • Monitor model performance and continuously improve accuracy, efficiency, and robustness.

  • Stay updated on emerging AI/ML trends and tools to apply best practices.

  • Document experiments, processes, and results clearly for knowledge sharing and reproducibility.

  • Use traditional automation languages like python combined with ML models to create a final product beneficial for Network Planning and Optimization practices.

Responsibilities


• Interprets internal and external business challenges and recommends best practices to improve products, olatforms, tools, processes and services.

• Has in-depth organisational and relevant market knowledge and uses understanding on how relevant areas can be integrated to achieve objectives.

• Solves complex problems based on sophisticated analytical thought and complex judgment.

• Contributes to development of concepts to determine professional direction of own organisational unit.

  • Develop, train, and optimize machine learning models using state-of-the-art algorithms and techniques.

  • Process and analyze large datasets to extract meaningful features and insights.

  • Build scalable ML pipelines and deploy models into production environments.

  • Collaborate with data scientists, telco engineers, automation experts and product managers to understand business requirements and translate them into AI solutions.

  • Monitor model performance and continuously improve accuracy, efficiency, and robustness.

  • Stay updated on emerging AI/ML trends and tools to apply best practices.

  • Document experiments, processes, and results clearly for knowledge sharing and reproducibility.

  • Use traditional automation languages like python combined with ML models to create a final product beneficial for Network Planning and Optimization practices.

Qualifications
  • Bachelor's or Master's degree in Data Science, Computer Science or related fields.
  • A minimum of 5-8 years work experience in software development/engineering projects, with minimum 2-3 years of AI/ML & Data Engineering experience.
  • Strong programming skills in Python and familiarity with ML libraries.
  • Experience with data manipulation and transformation
  • Understanding of ML algorithms including supervised, unsupervised, and deep learning methods.
  • Experience in interfacing python tools with relational databases – Atleast 1-2 of these (Clickhouse, Presto, MySQL, Oracle, SQL Server, Postgress)
  • Solid foundation in statistics and data analysis.
  • Knowledge of cloud platforms (AWS, GCP, Azure) and experience with containerization (Docker, Kubernetes) is a plus.
  • Strong problem-solving skills and ability to work independently and collaboratively.
  • Excellent Communication skills – English.

  • Spanish and Portuguese is a plus - Optional.

  • Good knowledge of 5G & LTE network architecture, and network optimization is a plus – Optional


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