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Machine Learning Engineer

Machine Learning Engineer

ConfidentialCoimbatore, India
5 days ago
Job description

Education :

Bachelor's degree in Computer Science, Data Science, Artificial Intelligence, or a related certifications or experience in NLP & CV.

Years of Experience :

Minimum 2 years of experience in Deep Learning, NLP,CV, MLOps and its related technologies.

Responsibilities :

  • Design, develop, and deploy state-of-the-art NLP and CV models and algorithm
  • Collaborate with cross-functional teams to understand requirements and develop customised NLP & CV solutions and have experience in building the python backend using Flask / Django.
  • Database integration preferably using MongoDB or any other vector databases.
  • Maintain and improve the performance, accuracy, and efficiency of existing AI / ML models and their deployment on Cloud platforms (AWS) and monitor their performance using MLOps tools such as MLFlow, DVC.
  • Experience in building End to End data pipelines
  • Stay updated with emerging AI / ML technologies, LLM's ,RAG
  • Conduct regular performance evaluations of AI / ML models using production grade MLOps solutions.
  • Troubleshoot and resolve any issues arising from the implementation of NLP & CV models.
  • Develop and monitor the code that runs in production environments using MLOps practices.

Requirements :

  • Strong experience with Deep learning and NLP frameworks such as TensorFlow or other open-source machine learning frameworks.
  • Experience of using both tensorflow and pytorch frameworks
  • Proficient in programming languages, such as Python or Java, and experience with AI / ML libraries.
  • Familiarity with the integration of APIs, such as REST API, OpenAI API, for implementing advanced AI-driven features.
  • Solid understanding of Machine learning and Deep learning algorithms, concepts, and best practices in a production environment using MLOps.
  • Experience with big data technologies, such as Hadoop and Spark, is a plus.
  • Strong problem-solving skills.
  • Excellent communication and teamwork skills, with the ability to collaborate effectively with team members from various disciplines.
  • Eagerness to learn and adapt to new technologies and industry trends.
  • Skills Required

    Hadoop, Deep Learning, Tensorflow, Rest Api, Django, Nlp, Pytorch, MLops, Cv, Spark, Flask, Mongodb, Python, Aws

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