Machine Learning Engineer

1 maand geleden

Nederland Techknowledgehub Voltijd

Location: Remote

About Us: We are cutting-edge technology company focused on harnessing the power of machine learning and artificial intelligence to solve complex problems and drive innovation. We specialize in developing advanced machine learning models, predictive analytics solutions, and AI-powered applications for clients across various industries. As we continue to grow, we are seeking a talented Machine Learning Engineer to join our team and contribute to our mission of pushing the boundaries of what's possible with AI.

Position Overview: We are looking for a skilled Machine Learning Engineer to design, develop, and deploy machine learning models and algorithms that drive actionable insights and enable data-driven decision-making. In this role, you will work closely with our cross-functional teams to identify opportunities for applying machine learning techniques, collect and preprocess data, build and train models, and deploy solutions into production. You will leverage your expertise in machine learning, programming, and data engineering to deliver scalable, efficient, and robust solutions that solve real-world problems.

Responsibilities:

  • Collaborate with stakeholders to understand business objectives and identify opportunities for applying machine learning techniques.
  • Collect, preprocess, and analyze data to extract insights and identify patterns and trends.
  • Design and develop machine learning models and algorithms to solve specific business problems such as classification, regression, clustering, and recommendation.
  • Evaluate and fine-tune machine learning models for performance, accuracy, and scalability.
  • Implement scalable and efficient data pipelines and workflows to automate data ingestion, preprocessing, feature engineering, model training, and evaluation.
  • Deploy machine learning models into production environments and monitor their performance in real-world settings.
  • Stay up-to-date with the latest trends and advancements in machine learning and artificial intelligence.
  • Collaborate with cross-functional teams including data scientists, software engineers, and product managers to deliver end-to-end machine learning solutions.

Requirements:

  • Master's or Ph.D. degree in Computer Science, Machine Learning, Statistics, or related field.
  • Proven experience as a Machine Learning Engineer or similar role.
  • Strong proficiency in programming languages such as Python, R, or Scala.
  • Experience with machine learning libraries and frameworks such as scikit-learn, TensorFlow, PyTorch, or Spark MLlib.
  • Solid understanding of machine learning algorithms and techniques, including supervised and unsupervised learning, deep learning, and reinforcement learning.
  • Experience with data preprocessing, feature engineering, and model evaluation techniques.
  • Familiarity with big data technologies such as Hadoop, Spark, or Kafka.
  • Excellent problem-solving skills and attention to detail.
  • Strong communication and collaboration skills.

Nice to Have:

  • Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Knowledge of distributed computing and parallel processing.
  • Experience with containerization and orchestration tools such as Docker and Kubernetes.
  • Familiarity with software engineering best practices and principles.

Perks and Benefits:

  • Competitive salary and benefits package.
  • Opportunities for professional growth and career advancement.
  • Flexible work hours and remote work options.
  • Dynamic and inclusive work environment.
  • Regular team events and social activities.

If you're a passionate Machine Learning Engineer looking to make an impact in a fast-paced and innovative environment, we'd love to hear from you Please submit your resume and portfolio showcasing your work

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