MACHINE LEARNING ENGINEER | LISBON - PORTUGAL
Descrição da oferta de emprego
.
is a company specialized in Information Technologies founded in and with more than 400 consultants.
Our services include infrastructure and cloud, software development and agility where contribute to major projects in Portugal and Europe.
We're looking for talented, purpose-driven people to join our teams! Main Requirements.
- Up to 5 years' experience in the role; - Degree in Software Engineering or Computer Engineering or similar - Good written and verbal communication skills - Knowledge of the Energy & Utilities market and GDPR (valued); - Ability to work in a collaborative environment and with global teams - Critical analysis and problem-solving skills - Knowledge of Agile methodology, JIRA tool and Confluence (valued) - Commitment to quality deliveries - Knowledge of languages (written and oral).
English (required), Portuguese (valued), Spanish (valued) - Technical knowledge of SQL, Python or Scala and related machine learning packages - Technical knowledge of Spark in Python or Scala, namely RDD and Dataset APIs - Knowledge of designing model training and calibration flows (ML pipelines), including package environments, infrastructure, data profiling during training and profile checking.
- General knowledge of the principles of infrastructure elasticity, reproducibility and traceability in ML pipelines, rules for accessing datasets in ML pipelines, monitoring Inference pipelines - Knowledge of designing inference flows, particularly batch inference and online inference - Knowledge of designing CI/CD pipelines for Analytics with MLOps - Knowledge of designing model monitoring schemes during the inference phase, namely data drift (online) and model drift (offline) - General knowledge of feature engineering and machine learning techniques - SQL, Python or Scala code/snippets, Spark (RDD and Dataset), Feature Engineering and Machine Learning - ML pipelines including package environment configurations, data profiling during training and profile checking - Inference pipelines, namely batch inference and online inference - CI/CD pipelines for Anaytics with MLOps - Configuring access to datasets via ML pipelines Other Requirements.
• Ability to simplify complex problems and obtain a workable solution; • Customer focus and service delivery; • Availability to work in EU.
Detalhes da oferta
- FindMore Consulting
- Indeterminado
- 06/01/2025
- 06/04/2025
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