AI/ML Engineers
- Jade Global
- 3 - 8 years
- Pune
- 8 months ago
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Job Description
AI/ML Engineers1- AI/ML (Artificial Intelligence/Machine Learning) engineers with 3+ years of experience and having knowledge of Python, Microsoft OpenAI, and GitHub Copilot, along with AWS (Amazon Web Services) cloud experience.
- Design, implement, and optimize machine learning algorithms using Python to solve complex business problems.
- Build Prototypes, demos and Gen AI and AI/ML Solutions.
- Leverage Microsoft OpenAI and GitHub Copilot for enhanced code suggestions and collaboration.
- Train, evaluate, and fine-tune machine learning models on large datasets using frameworks like TensorFlow or PyTorch.
- Utilize OpenAI''s models for natural language processing tasks and generate code snippets with Copilot to expedite development.
- Perform data preprocessing tasks, including cleaning, normalization, and feature engineering, to prepare datasets for machine learning models.
- Use Python libraries and tools to extract meaningful features from raw data.
- Deploy and manage machine learning models on AWS cloud infrastructure.
- Utilize AWS services like SageMaker for model training, deployment, and monitoring.
- Collaborate with cross-functional teams, including data scientists, software engineers, and business stakeholders.
- Document code, models, and processes to ensure transparency and facilitate knowledge transfer.
- Implement CI/CD pipelines to automate the testing, deployment, and monitoring of machine learning models.
- Use GitHub Copilot to enhance code quality and efficiency in the development lifecycle.
- Monitor the performance of deployed models and optimize them for scalability, speed, and accuracy.
- Implement best practices for model versioning and management.
- Ensure that machine learning solutions adhere to security standards and compliance requirements.
- Implement secure coding practices and data protection measures.
- Stay updated on the latest advancements in AI/ML, Python, OpenAI, and cloud technologies.
- Experiment with new models, techniques, and tools to drive innovation within the team.
- Troubleshoot and debug issues related to machine learning models, Python code, and cloud infrastructure.
- Collaborate with support teams to address production issues promptly.
- Provide guidance and training to team members on AI/ML best practices, Python coding standards, and effective use of OpenAI and Copilot.
- Conduct workshops or knowledge-sharing sessions within the organization.
- Optimize cloud resources to ensure cost-effectiveness in model training and deployment on AWS.
- Requirements
- Proficiency in python, Gen AI, Microsoft OpenAI, and GitHub Copilot, along with AWS
- Strong knowledge of Python, TensorFlow and PyTorch
- Strong knowledge of NLPs like Microsoft OpenAI and Copilot
- Knowledge of cloud platforms like Amazon Web Services.
- Solid understanding of SQL and data manipulation techniques for data extraction, transformation, and loading.
- Ability to understand business requirements and translate them into meaningful solutions.
- Strong analytical and problem-solving skills.
- Excellent communication and collaboration skills to work effectively with business users, data analysts, and other stakeholders.
Educational Qualifications
- Bachelor''s degree in computer science, software engineering, mathematics, or a related field is often the minimum requirement
- Knowledge of Data science will be added advantage.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: Jade GlobalLocation(s): Pune
Keyskills: python natural language processing sql tensorflow pytorch continuous integration algorithms github data manipulation machine learning artificial intelligence gen deep learning data extraction data science computer vision aws opencv ml
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Jade Global
Jade Global is a premier Advisory, Integration, Testing, Cloud & Consulting Services, Business Solutions and IT Outsourcing company that services clients across multiple technology platforms. It is headquartered in San Jose, California with office in Irvine, US; Berkshire, UK and Pune, Hyderabad...
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