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    Senior Developer - Bengaluru, India - Spigot Software Pvt Ltd

    Spigot Software Pvt Ltd
    Spigot Software Pvt Ltd Bengaluru, India

    3 days ago

    Default job background
    Description

    Responsibilities :

    • Design and develop cutting-edge AI and ML solutions that address business challenges.
    • Lead end-to-end AI development lifecycle, from problem definition, and data collection to model deployment and maintenance.
    • Collaborate with cross-functional teams to understand and analyze business requirements and translate them into AI solutions.
    • Research and stay up to date with the latest AI and ML technologies and best practices.
    • Mentor and provide guidance to junior AI developers on the team.
    • Conduct code reviews and ensure code quality, scalability, and performance of AI applications.
    • Collaborate with data scientists and engineers to preprocess and prepare data for AI models.
    • Evaluate and select appropriate AI and ML algorithms for specific tasks.
    • Develop and deploy AI models in a production environment and monitor their performance.
    • Ensure data privacy and security measures are implemented in AI solutions.
    Requirements :
    • Proven exp in developing and deploying AI/ ML solutions, with a strong portfolio of projects.
    • Strong PGM skills in languages like Python, TensorFlow, PyTorch, or other AI/ML frameworks.
    • Knowledge of natural language processing (NLP), computer vision, and deep learning.
    • Proficiency in data preprocessing, feature engineering, and data visualization.
    • Experience with cloud platforms and tools such as AWS, Azure, or Google Cloud for AI development with specific knowledge of EC2 ASG, S3 RDS.
    • Excellent problem-solving skills and the ability to work in a dynamic, fast-paced environment.
    • Strong communication and collaboration skills.
    • Programming Languages: Python, Java, or similar.
    • Machine Learning Frameworks: TensorFlow, PyTorch, sci-kit-learn.
    • Data Manipulation: Pandas, NumPy.
    • Data Visualization: Matplotlib, Seaborn.
    • Cloud Platforms: AWS, Azure, Google Cloud.
    • Version Control: Git.
    • Database Systems: SQL, NoSQL.
    • Development Tools: Jupyter Notebook, IDEs.
    • Software Development: Knowledge of software engineering principles like Agile SDLC methodologies and frameworks (Scrum, Kanban)
    • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
    )
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