Whitefield Careers
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AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science)
Location:
Bangalore
Description:
About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8 years of relevant experience building highly scalable distributed systems.- Proficient in programming languages like Python or C++.- An understanding of data structures, data modeling, and software architecture.- Deep understanding of AI, machine learning algorithms, and Gen AI applications, and AI/ML architecture with large scale scalable solutions.- Should have experience with Statistical Modeling and Language Modeling like transformer based architecture, LSTM, Neural Network, Model Ensembling.- Relevant experience of working with data engineers and understanding of data-stores to accomplish the data requirements for the AI/ML project.- Good understanding of MLOps, LLMOps, Model Version Control, and Data Version Control.- Should have hands-on experience in system design and microservice architecture.- Specializes in at least one of the AI/ML stack, Frameworks, and tools like Pytorch and TensorFlow.- Experience with a public cloud (AWS, Microsoft Azure, Google Cloud) and on-premise setup.- Relevant experience that showcases practical understanding of LLMs, Prompting, Fine tuning, Vector DBs, Knowledge graph, Architectural Design for Information Retrieval using RAG.- Experience in delivering AI/ML in customer environments.- Excellent problem-solving skills and the ability to think strategically and analytically.- Ability to work in a fast-paced, dynamic environment and manage multiple products simultaneously.- Strong leadership and communication skills to effectively collaborate with various teams.Responsibility :- ML architect is responsible for designing end-to-end machine learning solutions that meets privacy & responsible AI business opportunities.- Hands-on experience in MLOps/ LLMOps including data collection, data preparation, model training/ refinement, model validation, drift management and model serving.- Deal with the dynamic work culture, scoping and sequencing the complex problems into smaller critical experiments/tasks to drive the desired outcomes.- Collaborate with cross-functional teams to define project goals, research requirements, and develop innovative solutions.- Write efficient and maintainable code in languages most suited to the AI/ML tasks.- Defines best practices and architecture with deep domain knowledge.- Constantly evolve the platform to identify bottlenecks in both runtime and development time aspects of the platform and improve them.- Deploy ML models to production, design evaluation, monitoring plans and monitor AI/ML models in production for performance and drift.- Work in evaluating, building and fine tuning different ML models, and LLMs to solve the problem.- Work with broader teams of developers and architects to integrate the AI capabilities for solving the end customer problems in a secure and compliant way.- Practice domain-compliant, secure, and responsible AI.- Mentor team members and enable technical decision-making.- Collaborate with product managers, customers, and other stakeholders.- Help design and implement functional and nonfunctional requirements- (ref:hirist.tech)
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More About this Listing: AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science)
AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science) is a Jobs Ai Ml Architect - Python C Job at Whitefield Careers located in India. Find other listings like AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science) by searching Oodle for Jobs Ai Ml Architect - Python C Jobs.
AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science) is a Jobs Ai Ml Architect - Python C Job at Whitefield Careers located in India. Find other listings like AI/ML Architect - Python/C++ (6-8 yrs) Bangalore (Analytics & Data Science) by searching Oodle for Jobs Ai Ml Architect - Python C Jobs.