Machine Learning Research Engineer

Company: Mindtech
Location: Boston
Posted on: November 13, 2024

Job Description:

Mindtech is a leader in providing end-to-end software outsourcing solutions, bridging the gap between Latin American talent and global companies. Our team excels in delivering innovative and cutting-edge technologies to clients worldwide. We are looking for a passionate and skilled Machine Learning Research Engineer to join our growing team in Boston and help us push the boundaries of AI and machine learning.
Role Overview:
As a Machine Learning Research Engineer at Mindtech, you will be at the forefront of developing and applying state-of-the-art machine learning techniques. You will work closely with data scientists, engineers, and product teams to create models that solve complex real-world problems. The ideal candidate will have a strong academic and research background in machine learning, hands-on experience in model development, and a passion for experimenting with innovative AI techniques.
Key Responsibilities:

• Research, design, and implement cutting-edge machine learning models for various applications.
• Collaborate with cross-functional teams to translate business needs into practical ML solutions.
• Develop scalable machine learning algorithms and optimize model performance.
• Stay up to date with the latest advancements in AI and machine learning, integrating new methods into ongoing projects.
• Conduct thorough experimentation and analysis to validate model effectiveness.
• Build, train, and evaluate models using large datasets, ensuring robustness and accuracy.
• Write research papers and technical documentation to present findings internally and externally.
• Contribute to the overall architecture and design of machine learning systems.
  Requirements:
  
  • Educational Background: PhD in Machine Learning, Artificial Intelligence, Computer Science, Data Science, or a related field is required.
  • Experience:
    • Proven research experience with hands-on experience in designing and implementing ML models.
    • Experience with deep learning frameworks (TensorFlow, PyTorch) and classical ML libraries (Scikit-learn).
    • Solid experience in Python and familiarity with data manipulation tools (Pandas, NumPy).
    • Skills:
      • Strong understanding of supervised and unsupervised learning techniques.
      • Proficiency in model evaluation, optimization, and hyperparameter tuning.
      • Familiarity with cloud platforms (AWS, GCP, or Azure) and deploying machine learning models.
      • Excellent problem-solving skills and ability to work with large, complex datasets.
      • Strong communication skills for effectively presenting complex concepts to both technical and non-technical stakeholders.
        Nice to Have:
        
        • Experience with reinforcement learning, natural language processing, or computer vision.
        • Published research in high-impact ML/AI conferences or journals.
        • Familiarity with MLOps and CI/CD pipelines for ML models.
          Why Join Mindtech?
          
          • Work with a diverse and talented global team.
          • Opportunity to work on cutting-edge AI projects.
          • Access to continuous learning and development opportunities.
          • Competitive salary and benefits.
            Ready to push the boundaries of machine learning? Join us at Mindtech in Boston and make an impact!
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Keywords: Mindtech, Portland , Machine Learning Research Engineer, Engineering , Boston, Maine