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Artificial Intelligence and Machine Learning Developer
2 weeks ago
AI/ML Engineer Job DescriptionOur organization seeks an exceptional AI/ML Engineer to lead the design, development, and integration of cutting-edge machine learning models and algorithms.Develop and implement advanced machine learning models and algorithms to drive business growth.Collaborate with data scientists and stakeholders to define project objectives and deliverables.Maintain a robust data infrastructure, ensuring scalability and efficiency of data-related operations.Stay abreast of the latest developments in AI/ML and recommend innovative solutions to enhance our operations.Communicate complex data insights effectively to non-technical stakeholders.Ensure adherence to data privacy and security best practices.Participate in the entire AI project lifecycle, from conceptualization to deployment and maintenance.Required Skills and QualificationsStrong foundation in computer architecture, data structures, system software, and machine learning fundamentals.Experience with mapping NLP models (BERT and GPT) to accelerators and awareness of trade-offs across memory, bandwidth, and compute.Proficiency with Vector databases like Qdrant, ChromaDB, Pinecone, PGVector, or similar technologies.Hands-on experience with Large Language Models like GPT 3.5, GPT 4, Llama, Gemini, and Mistral.Expertise in designing, building, and optimizing agentic AI workflows using frameworks like LangChain, LangGraph, and CrewAI.Experience in implementing and fine-tuning Generative AI solutions for various business use cases.Proficiency in LLM integration frameworks like Llamaindex and Ragas.In-depth knowledge of ML model development, training, and deployment, including quantization, sparsity, and model preprocessing.Strong Python development skills in a Linux environment and proficiency with standard development tools.Hands-on experience with deep learning frameworks such as PyTorch, Tensorflow, Keras, and Spark.Working knowledge of Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, and Generative Adversarial Networks.Experience in training, tuning, and deploying ML models for Computer Vision and/or Recommendation Systems.Ability to deploy ML workloads on distributed systems.Self-motivated team player with strong leadership and organizational skills.Research background with a publication record.Work experience at a cloud provider or AI compute/sub-system company.Familiarity with cloud computing platforms and services such as AWS, Azure, or Google Cloud.Knowledge of information security and secure development best practices.BenefitsThis role offers a dynamic and challenging work environment that fosters innovation and growth. You will have the opportunity to work with cutting-edge technologies and collaborate with experienced professionals in the field.How to ApplyTo be considered for this exciting opportunity, please submit your resume and cover letter. We look forward to reviewing your application.
