AI/ML Engineer

2 weeks ago

Bengaluru India VAYUZ Technologies Full time

Job Description WHAT YOU'LL DO: - Collaborate with cross-functional teams to define AI use cases, gather requirements, and architect end-to-end AI solutions that align with business goals - Develop and implement machine learning and deep learning algorithms, models, and frameworks to solve intricate problems and enhance system capabilities - Oversee data collection, preprocessing, and feature engineering to ensure high-quality input for AI models - Train and fine-tune machine learning models using large datasets, and rigorously evaluate model performance using appropriate metrics - Design the AI infrastructure, choose suitable frameworks, libraries, and tools, and ensure scalability, reliability, and efficiency of AI systems - Build rapid prototypes and proof of concepts (POCs) to demonstrate the feasibility and potential of AI solutions - Provide technical guidance, mentorship, and support to AI development teams, fostering a culture of innovation and collaboration - Stay abreast of AI trends, emerging technologies, and best practices, and contribute to the company's AI strategy by proposing innovative solutions - Lead the deployment of AI solutions into production environments, integrating them with existing systems and workflows - Continuously optimize AI solutions for speed, efficiency, and accuracy, and address any bottlenecks or issues - Create comprehensive technical documentation, including design specifications, architecture diagrams, and code comments WHAT YOU'LL NEED: - Proven experience as an AI Engineer, Machine Learning Engineer, Data Engineer or AI Architect, with a track record of successful AI solution design and implementation - Strong programming skills in Python, and proficiency in AI libraries and frameworks (TensorFlow, PyTorch, scikit-learn, etc.) - In-depth knowledge of machine learning techniques, algorithms, and model evaluation - Familiarity with big data technologies, cloud platforms, and distributed computing - Excellent problem-solving abilities and analytical thinking - Effective communication skills to collaborate with cross-functional teams and present technical concepts to both technical and non-technical stakeholders - Demonstrated ability to lead technical projects, drive innovation, and mentor junior team members - Experience building and deploying AI/ML-powered products to live production

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