[8AI] Machine Learning Engineer

4 dni temu

Kraków, Polska Software Mind Pełny etat
Job Description

Project - the aim you'll have

Our client is pioneering personalized wellness through innovative technology. Their team is committed to enhancing healthcare experiences using cutting-edge AI. They value creativity, collaboration, and the drive to revolutionize personal wellness. Their culture thrives on innovation, continuous improvement, and pushing boundaries. Join their dynamic and rapidly growing team and be part of a journey that's reshaping the future of healthcare. 

As a Machine Learning Engineer, you'll play a critical role in developing and refining our AI-driven wellness models. You'll be part of our R&D team, focusing on designing, developing, and implementing innovative functionality for AI and data processing systems. This role specifically involves:

  • Developing and fine-tuning open-source Large Language Models (LLMs), applying advanced NLP techniques to enhance our AI solutions.
  • Collaborating with data scientists, software developers, and product teams to integrate these models seamlessly into our existing platforms and contribute to new product features.

Position - how you'll contribute

 

  • Developing all phases of data pipeline architecture, from design to implementation.
  • Exploring and analyzing user data to discover meaningful patterns, features, and insights.
  • Training, validating, and fine-tuning AI models, particularly in Large Language Models (LLM) and Natural Language Processing (NLP), to personalized use cases.
  • Deploying models in a secure, scalable Azure cloud environment.
  • Monitoring and fine-tuning ML models in production to ensure optimal performance.
  • Engaging in continuous research and development to implement cutting-edge solutions.

Qualifications

Expectations - the experience you need

  • BS/MS in Software Engineering, Computer Science, or a related Engineering field.
  • 4+ years of industry experience as a Machine Learning Engineer.
  • Proven software development skills, particularly in Python.
  • Strong experience in frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
  • Experience in managing and processing large datasets, with proficiency in tools like Dask or Apache Spark preferred.
  • Demonstrated capability in deploying scalable AI models in a production environment using cloud services such as Azure, AWS, or GCP.
  • Proficiency in libraries such as NumPy, Pandas, Scikit-Learn, Matplotlib, & Seaborn.
  • Knowledge of both SQL and NoSQL databases.
  • Deep understanding of NLP and recent advancements in the field.
  • Exceptional creativity, along with strong collaboration and communication skills.
  • Being up to date with new ML practices such as GenAI, MLops, ML Inference, and GPU based training


Additional Information

Our offer – professional development, personal growth 

  • Flexible employment and remote work  
  • International projects with leading global clients 
  • International business trips  
  • Non-corporate atmosphere
  • Internal & external training 
  • Private healthcare and insurance  
  • Multisport card 
  • Well-being initiatives 

Position at: Software Mind Poland

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