Machine Learning Engineer

AIM Co., Ltd.

$1-1.2K[شهريًا]
عن بعد3-5 سنوات خبرةبكالوريوسعقد
مشاركة

تفاصيل العمل عن بعد

البلد المفتوححول العالم

متطلبات اللغةإنجليزية

وصف الوظيفة

الوصف

  • We are seeking a Software Engineer – Machine Learning to design, develop, and deploy machine learning solutions that drive innovation and improve business processes.
  • The ideal candidate will work closely with data scientists, engineers, and product teams to build scalable ML models, optimize performance, and integrate AI-driven solutions into production systems.


  • Design, implement, and optimize machine learning models for real-world applications.
  • Develop and maintain scalable ML pipelines for data preprocessing, model training, and deployment.
  • Integrate machine learning models into production environments using APIs, cloud services, or edge devices.
  • Collaborate with data scientists and engineers to improve model accuracy and efficiency.
  • Work with big data technologies to process and analyze large-scale datasets.
  • Monitor, debug, and optimize machine learning workflows for performance and reliability.
  • Stay up to date with the latest advancements in AI/ML technologies and research.

المتطلبات

Education & Experience:

  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
  • 3+ years of experience in software engineering, with at least 1+ year in machine learning development.

Technical Skills:

  • Programming Languages: Proficiency in Python, Java, or C++ for ML development.
  • Machine Learning Frameworks: Experience with TensorFlow, PyTorch, Scikit-Learn, or XGBoost.
  • Data Processing & Storage: Strong knowledge of SQL, Pandas, NumPy, and experience with big data tools like Apache Spark or Hadoop.
  • Cloud Platforms: Experience with AWS, Google Cloud, or Azure for deploying ML models.
  • MLOps & Deployment: Familiarity with Docker, Kubernetes, MLflow, or TensorFlow Serving.
  • Software Engineering Best Practices: Knowledge of version control (Git), CI/CD pipelines, and API development (REST, GraphQL).

Soft Skills:

  • Strong problem-solving skills and ability to optimize ML models for production.
  • Ability to work in cross-functional teams and collaborate with researchers, engineers, and stakeholders.
  • Excellent communication skills to explain ML concepts to both technical and non-technical teams.
  • Self-motivated and eager to stay updated with emerging ML trends and technologies.

Preferred Qualifications:

  • Experience with edge AI, reinforcement learning, or deep learning architectures.
  • Knowledge of automated machine learning (AutoML) and hyperparameter tuning.
  • Background in A/B testing, statistical modeling, and data-driven decision-making.
  • Experience with Natural Language Processing (NLP) or Computer Vision applications.
بايثونتعلم الآلةخوارزميات الذكاء الاصطناعيالتعلم العميقخوارزمية الكلاممعالجة اللغة الطبيعية (NLP)خوارزمية الفيديوخوارزمية بصريةتطوير البياناتتينسورفلو
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丸茂 瑞喜

CEOAIM Co., Ltd.

رد اليوم 0 مرات

نشر بتاريخ 19 March 2025

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