AI Machine Learning Engineer Cluj-Napoca

AI Machine Learning Engineer
Cluj-Napoca
Cluj-Napoca, Cluj County, Romania

MAIN DUTIES

• The following is a
  - exhaustive list of responsibilities and areas of ownership of the Machine Learning Engineer:
• Machine learning model implementation: Work on the development and deployment of machine learning models for localization and business workflow processes, including machine translation and quality assurance. Implement existing solutions and ensure that models meet performance metrics.
• Maintain code quality: Write
  - documented, efficient, and clean Python code following best practices and under the guidance of senior engineers.
• Collaborate on machine learning projects: Collaborate with
  - functional teams to implement solutions based on defined designs. Assist in understanding business requirements and contribute to discussions with technical teams. Support clear communication of technical progress to team members.
• Model Implementation and Development: Contribute to developing models that are accurate, efficient, and aligned with project requirements by implementing existing designs and methods.
• Team Collaboration: Work closely team members, actively participating in project discussions and contributing to successful outcomes through effective teamwork.
• Commitment to Learning: Show dedication to continuous learning, staying updated with new techniques, and applying them under guidance to improve models and processes.
• Clear Communication: Support clear communication within the team by sharing findings, challenges, and insights in a way that ensures understanding among peers and stakeholders
• Take ownership of key projects from definition to delivery, ensuring that they meet technical requirements and maintain momentum and direction until delivery
• Evaluate and select appropriate
  - learning techniques and algorithms to solve specific problems
• Propose solutions and strategies to tackle business challenges

REQUIREMENTS

• Education 
• Bachelor's or Master's degree in Computer Science, Machine Learning, Mathematics, Data Science or similar discipline (or equivalent experience)
• Technical Skills and Experience
• 3+ years experience as a Machine Learning Engineer or similar role
• Essentials
• Solid understanding of machine learning concepts: Knowledge of supervised and unsupervised learning, deep learning, and classification techniques. Eager to learn and build on foundational knowledge.
• Hands-on experience with natural language processing (NLP) techniques and tools.
• Proficiency in Python: Ability to write clean,
  - structured code following best practices.
• Good communication and documentation skills: Ability to explain technical work clearly to peers and team members, with focus on communicating with
  - technical stakeholders.
• Nice to have
• Experience using Large Language Models in production.
• Proficiency with machine learning frameworks such as Tensor
  Flow, Py
  Torch, and Scikit-learn.
• Experience with AWS technologies including EC2, S3, and other deployment strategies. Experience with SNS, Sagemaker a plus.
• Knowledge of ML management technologies and deployment techniques, such as AWS ML offerings, Docker, GPU deployments, etc.
• Experience with data visualization tools like matplotlib, bokeh,  d3. js
• Analytical mind and business acumen
• Ability to collaborate in an international environment and within a distributed team