2022-07-29 11:26:48

Senior Machine Learning Engineer

Unisys
4166 - 6250 €/m Gross
Remote work possibility

Job Description

We are collaborating with Fortune 500 companies to revolutionize their employees' workplace experiences using Generative AI-powered Enterprise Personal Assistants. In this role, you'll be at the forefront of innovation with Large Language Models (LLMs), driving significant advancements in this exciting field.

  • Operationalize Machine Learning (ML) solutions, transforming theoretical models into practical applications.

  • Design, develop, and implement scalable machine learning models and systems, ensuring robustness, performance, and maintainability.

  • Actively contribute to Machine Learning feasibility studies, evaluating potential solutions and their applicability.

  • Collaborate cross-functionally with software engineers, data scientists, product managers, and other stakeholders to integrate ML models into production systems seamlessly.

  • Regularly participate in bi-weekly meetings focused on reviewing recent ML papers, contributing insights, and staying abreast of current trends.

  • Monitor and optimize the performance of ML models in production, ensuring they meet business objectives and deliver accurate, reliable results.

  • Conduct data analysis and preprocessing, preparing large datasets for model training, cleaning data, and selecting appropriate features for various ML algorithms.

  • Lead the research and experimentation of new machine learning techniques and frameworks, particularly in the areas of deep learning, reinforcement learning, and LLMs.

  • Ensure ML solutions meet security and compliance requirements, including responsible AI practices and data privacy standards.

  • Mentor junior team members, providing technical guidance, reviewing code, and fostering knowledge-sharing to elevate the team's overall capabilities.

Requirements

  • At least 5 years of experience leading machine learning projects
  • Experience implementing LLM-based solutions in production
  • Experience working with Python and its machine learning libraries
  • Experience working with Spark or other distributed computations frameworks
  • Experience mentoring other Machine Learning team members
  • Algorithms and data structures knowledge
  • Ability to grasp new technologies very quickly
  • Ability to work effectively and independently as well as part of a team.
  • Ability to communicate clearly and effectively, both in writing and verbally in English 

Company offers

Salary Range: 50,000-75,000 EURO gross (before tax) per annum depending on your competencies, skills and experience

Key benefits

Remote Work possibility

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