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Senior Software Engineer – Machine learning

Responsibilities:

  • Collaborate with cross-functional teams to understand business objectives and identify opportunities for applying machine learning techniques.
  • Design, develop, and implement machine learning models and algorithms for various applications, including but not limited to natural language processing, computer vision, recommendation systems, and predictive modeling.
  • Collect, preprocess, and analyze large datasets to derive insights and train machine learning models.
  • Evaluate and fine-tune existing models for enhanced performance and scalability.
  • Stay updated on the latest advancements in machine learning, artificial intelligence, and related fields to bring innovative solutions to the team.
  • Collaborate with data engineers and software developers to integrate machine learning models into production systems.
  • Participate in code reviews, documentation, and knowledge sharing to foster a collaborative and learning-oriented environment.
  • Set up machine learning models on cloud platforms.

Skills:

  • Strong proficiency in programming languages such as Python, Java, or R.
  • Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
  • Solid understanding of machine learning algorithms and techniques, including supervised and unsupervised learning, deep learning, and reinforcement learning.
  • Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
  • Experience in working with large datasets and proficiency in data manipulation using tools like Pandas, NumPy, etc.
  • Familiarity with cloud platforms such as AWS, Azure, or Google Cloud for deploying and managing machine learning models.
  • Experience with version control systems such as Git for managing codebase and collaborating with team members.
  • Strong problem-solving skills and ability to translate business requirements into technical solutions.
  • Excellent communication skills and ability to collaborate effectively in a team environment.

Years of Experience : 4 – 5 years

Location : Remote

Qualification : BE / BTec/ MCA / MTec / ME / Msc.

Mandatory Skills : Python, Java / R , TensorFlow, PyTorch, Machine learning algorithms , Panda, Numpy