| Data engineer with AI or ML ll Tampa, Fl ll Onsite at Tampa, Florida, USA |
| Email: [email protected] |
| From: Sona Chhabra, SMART IT FRAME [email protected] Reply to: [email protected] Location - Tampa ,FL Role: Data engineer - AI/ML Job Description In-depth knowledge of Deep Learning and Neural Network architectures, with multiple years of hands-on experience. Proven track record in developing prototypes and deploying/productionalizing solutions leveraging big data. Expertise in Autoencoders, Neural Networks, RNN, CNN, GNN, LSTMs, and other advanced neural network models. Exceptional Python coding skills, including development, debugging, and production-quality coding. Extensive experience in handling and processing large volumes of document data, including financial, legal, regulatory, and policy data. Strong understanding of NLP classification tasks and their application in various projects. Proficient in parallel experimentation, GPU utilization, distributed computing, and Spark ML. Ability to accurately scope and estimate GPU usage for model training and deployment. Hands-on experience with LLMs and Generative AI algorithms, including development and fine-tuning. Proficient in using GitHub for version control, and experienced in deployment processes. Skilled in Kubernetes, AWS, and designing robust solution architectures. Experience with MLOps or AIOps practices to streamline machine learning workflows. Publication record in key AI/ML conferences or journals, demonstrating thought leadership in the field. Ability to effectively showcase and communicate work to various stakeholders. Strong Agile mentality, with experience working in Agile development environments and familiarity with Agile methodologies such as Scrum or Kanban. Excellent problem-solving skills and the ability to think critically and creatively to develop innovative solutions. Strong collaboration and teamwork skills, with the ability to work effectively in cross-functional teams. Excellent communication skills, both written and verbal, with the ability to convey complex technical concepts to non-technical stakeholders. Strong project management skills, with the ability to manage multiple projects and priorities simultaneously. Commitment to continuous learning and staying up-to-date with the latest advancements in AI, Machine Learning, and related fields. Experience in mentoring and guiding junior team members, fostering a collaborative and growth-oriented team culture. Advanced technical skills in graph or contextual attention mechanisms, hierarchical modeling, and agent-based modeling. Expertise in Named Entity Recognition (NER) and other advanced NLP techniques. Excellent command of linear algebra and its applications in machine learning and deep learning. Familiarity with hierarchical modeling techniques for complex data structures. Experience with graph-based algorithms and their applications in machine learning. Proficiency in contextual attention mechanisms to enhance model performance. Expertise in prompt engineering for optimizing AI model interactions. Advanced knowledge of Generative AI use case architectures and algorithms, including advanced Retrieval-Augmented Generation (RAG), Generative Adversarial Networks (GANs), Contrastive Learning, Transfer Learning, and K-shot Learning. Proficiency in working with large language models and transformers. Strong understanding of graph theory and its applications in neural networks Keywords: artificial intelligence machine learning information technology Florida Data engineer with AI or ML ll Tampa, Fl ll Onsite [email protected] |
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| Sat Aug 10 00:40:00 UTC 2024 |