We are hiring!!
Job Title: ML Engineer
Location: Remote
Job Type: Full-time
Experience Level: 3-4 Yrs.
Job Summary: We are seeking a talented and motivated Machine Learning Engineer with 3-4 years of experience to join our innovative team. The ideal candidate will have a solid foundation in machine learning, data science, and software engineering. You will be responsible for developing, deploying, and optimizing machine learning models that drive our business solutions.
Technical Skills:
Proficiency in programming languages such as Python, R, or Java.
Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, Scikit-learn, or Keras.
Strong understanding of statistical modeling, data mining, and algorithm design.
Experience with data preprocessing techniques, including feature extraction and dimensionality reduction.
Knowledge of cloud platforms such as AWS, Azure, or Google Cloud for model deployment.
Familiarity with big data technologies such as Hadoop, Spark, or Kafka.
Experience with version control systems like Git.
Key Responsibilities:
Model Development: Design, implement, and maintain machine learning models for various applications, ensuring high performance and scalability.
Data Preprocessing: Work with large datasets to clean, preprocess, and transform data for model training and evaluation.
Algorithm Selection: Evaluate and select appropriate machine learning algorithms and tools based on project requirements.
Model Evaluation: Perform rigorous testing and validation of models, ensuring accuracy, robustness, and generalization.
Deployment: Deploy machine learning models into production environments, monitor their performance, and iterate based on feedback.
Collaboration: Work closely with data scientists, software engineers, and product teams to integrate machine learning solutions into applications.
Documentation: Create and maintain comprehensive documentation of models, processes, and methodologies.
Continuous Learning: Stay up-to-date with the latest developments in machine learning and AI, and apply new techniques and tools to improve existing models.
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