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Machine Learning Engineer

3 months ago

Bengaluru, Karnataka, India WEN Full time

Role :
Machine Learning Engineer

Experience : 5+ years

Location :
Bangalore

Responsibilities :

  • Develop and implement machine learning models and algorithms.
  • Perform data preprocessing, feature engineering, and exploratory data analysis.
  • Train and evaluate machine learning models using various techniques and tools.
  • Optimize model performance through hyperparameter tuning and model selection.
  • Collaborate with crossfunctional teams to understand business requirements and translate them into machine learning solutions.
  • Design and build scalable and efficient machine learning pipelines.
  • Utilize MLOps practices to ensure smooth deployment and monitoring of machine learning models.
  • Work with large datasets and apply big data technologies for efficient processing.
  • Stay updated with the latest research and advancements in the field of machine learning and data science.
  • Contribute to the development and maintenance of machine learning frameworks and libraries.
  • Provide technical guidance and mentorship to junior members of the team.

Skills :

  • Strong knowledge of machine learning algorithms and techniques.
  • Experience with ML implementation, including data preprocessing, feature selection, and model evaluation.
  • Proficiency in Python and machine learning libraries such as TensorFlow, PyTorch, or scikitlearn.
  • Familiarity with MLOps practices and tools for model versioning, deployment, and monitoring.
  • Understanding of cloud platforms, such as GCP, for machine learning infrastructure.
  • Knowledge of finetuning techniques for pretrained models (LLM
  • Language Model Finetuning).
  • Solid understanding of data structures, databases, and SQL.
  • Strong analytical and problemsolving skills.
  • Excellent communication and collaboration skills to work effectively with crossfunctional teams.
  • Attention to detail to ensure accuracy and quality of machine learning models and results.
  • Ability to adapt and learn new techniques and technologies in a fastpaced environment.
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