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Technology Specialist

Technology Specialist

ConfidentialPune
17 days ago
Job description

Essential Qualifications and Education :

  • 2-5 yrs in AI and ML development, with a proven track record of successful projects
  • Bachelors or master s degree in computer science, Engineering, AI, Mathematics, or a related field
  • Familiar with the content and application of standards, codes and guidelines as applicable. Knowledge of many basic design techniques and analysis methods.
  • Deep understanding of data structures, algorithms, and statistical methods or front- end development
  • Strong proficiency in programming languages such as Python, Java, or other relevant programming languages
  • Expertise in machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries (e.g., scikit-learn, pandas)
  • Experience with cloud platforms like Azure ML is preferred
  • Published research or contributions to open-source projects in the AI / ML field is preferred
  • Advanced knowledge of specialized areas like deep learning, natural language processing, or computer vision
  • Strong analytical and problem-solving skills
  • Excellent communication and teamwork abilities
  • Familiar with the content and application of standards, codes and guidelines as applicable
  • Knowledge of many basic design techniques and analysis methods

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Key Tasks and Responsibilities :

  • Perform product development from idea to prototype and further deployment.
  • Apply knowledge and skills to complete varied assignments.
  • Prioritize and organize own work to meet deadlines.
  • Focus on completing work within schedule and budget.
  • Clearly communicate and explain information in straightforward engineering activities.
  • Lead the development and implementation of complex machine learning models, ensuring they meet project requirements and performance metrics
  • Oversee data preprocessing, cleansing, and management. Develop strategies for data acquisition and utilization to enhance model performance
  • Optimize existing AI / ML models for better efficiency and accuracy. Implement advanced algorithms and techniques to improve system performance
  • Work closely with various teams, including data scientists, domain engineers, and product managers, to integrate AI / ML solutions into products and services. Act as a liaison between technical and non-technical teams to facilitate effective communication
  • Provide guidance and mentorship to junior team members. Lead project teams as required, ensuring timely delivery and quality of work
  • Engage in ongoing research to stay ahead of the latest trends and developments in AI and ML. Propose and lead innovative projects or experiments
  • Prepare comprehensive documentation and reports on AI / ML projects, including development processes, performance metrics, and deployment strategies
  • Assist in the Integration of models into systems  :
  • Collaborate with software engineers and IT teams to seamlessly incorporate machine learning models into production environments.
  • Design and develop APIs or interfaces for model integration, ensuring compatibility with existing systems
  • Optimize model performance for real-time or batch processing as required by the application
  • Develop automated workflows for model training, testing, and deployment to streamline the integration proce

    • Skills Required

    Api, Batch Processing, Machine Learning, Pytorch, Tensorflow, Java, Azure ML, Python

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    Technology Specialist • Pune