Machine Learning Engineer

ID: Machine Learning

Full time

Romania

Middle, Senior

10-12-2021

Lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production. Evaluate current ideas/solution/processes by performing statistical analysis to resolve data set problems and enhancing the accuracy of predictive automation capabilities.

Employer Profile

IT & Telecom Company

Responsibilities

• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress

• Managing available resources such as hardware, data, and personnel so that deadlines are met

• Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability

• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world

• Verifying data quality, and/or ensuring it via data cleaning

Requirements

• Proficiency with a deep learning framework such as TensorFlow or Keras

• Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas

• Expertise in visualizing and manipulating big datasets

• Experience with Linux/Unix Systems

• Ability to select hardware to run an ML model with the required latency

Must have technical / professional qualifications:

• Data science certification

• Python certified proficiency

• Experience working closely in a team/squad/tribe using agile methodologies Scrum and/or Kanban, practicing DevOps and Continuous Delivery / Integration

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