Principal Machine Learning Engineer Web

2 dni temu


Remote Poland Remote Sigma Software Pełny etat
About the Role

We are seeking a highly skilled Principal Machine Learning Engineer to join our Big Data Competence Center at Sigma Software. As a key member of our team, you will be responsible for designing and implementing cutting-edge machine learning solutions for our clients.

Key Responsibilities
  • Collaborate with cross-functional teams to develop and deploy machine learning models
  • Design and implement scalable and cost-effective solutions using popular machine learning frameworks
  • Conduct code reviews and ensure high-quality code
  • Work with research teams to identify and implement the most appropriate models and tools for language and signal processing tasks
  • Develop and maintain effective communication with clients and their teams
Requirements
  • Advanced Python and SQL knowledge and expertise
  • Experience in model implementation and tuning using popular machine learning frameworks
  • Ability to understand machine learning development and deployment processes
  • Proficiency in programming for computer vision applications and solutions
  • Expertise in MLOps and streamlining ML workflows
  • Ability to create and adjust machine learning pipelines for the end-to-end ML development cycle
  • Experience in working with deep learning models for signal and speech processing, as well as for natural language processing domain
  • Proficiency in setting up multi-GPU infrastructure for model training
  • Solid understanding in DevOps practices and principles
  • Work experience in building and deploying AI solutions
  • Familiarity with statistical and data mining techniques
  • At least an Upper-Intermediate level of English


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