Scalable Solutions Architect for Intelligent Systems
1 week ago
About Spectrum Consulting
">Spectrum Consulting is a pioneering organization that enables businesses to unlock the full potential of technology. We specialize in creating innovative solutions that drive growth, efficiency, and customer satisfaction.
">Job Description: Scalable Solutions Architect for Intelligent Systems
">We are seeking an exceptional Scalable Solutions Architect for Intelligent Systems to join our team. As a key member of our innovation team, you will design and deploy scalable intelligent systems that integrate AI/ML models into enterprise systems. Your primary responsibilities will include:
">Key Responsibilities:
">- ">
- Designing and deploying scalable intelligent systems that integrate AI/ML models into enterprise systems.">
- Evaluating and selecting technologies, platforms, and frameworks to optimize IoT-based AI workflows.">
- Developing and deploying machine learning and deep learning models tailored to IoT data streams.">
- Leveraging advanced AI techniques, including transformers, autoencoders, and graph-based models, for predictive analytics and decision support.">
- Fine-tuning large language models (LLMs) for domain-specific tasks, integrating frameworks like Hugging Face and LangChain.">
- Collaborating with data engineers to preprocess and structure IoT data pipelines for training and inference.">
- Integrating diverse IoT data sources and implementing efficient ETL pipelines for real-time and batch processing.">
- Ensuring seamless interaction between AI/ML systems, APIs, and enterprise platforms.">
Requirements:
">To be successful in this role, you should possess:
">- ">
- A Bachelor's or Master's degree in Computer Science, AI/ML, Data Science, or a related field.">
- Proficiency in Python, R, or Java, with expertise in libraries like NumPy, Pandas, and TensorFlow.">
- Hands-on experience with TensorFlow, PyTorch, or JAX for developing advanced AI models.">
- Expertise in deploying and fine-tuning LLMs such as GPT-4, LLaMA, and similar tools.">
- Experience with IoT platforms and solutions for manufacturing analytics, predictive maintenance, and real-time data processing.">
- Proficiency with Apache Spark, Kafka, and Hadoop for large-scale data processing.">
- Extensive experience with AWS, Azure, or GCP for AI/ML workload deployment.">
- Familiarity with SQL and NoSQL databases (e.g., MongoDB, Postgres).">
Preferred Skills:
">Containerization using Docker and Kubernetes for scalable deployments, MLOps experience with MLflow, Kubeflow, and similar tools, optimization algorithms, security measures for IoT data and applications, and graph AI using graph embeddings and graph-based RAG for modeling complex relationships.
">What We Offer:
">Spectrum Consulting offers a dynamic work environment, competitive salary, and opportunities for professional growth and development. If you are a motivated and innovative individual who is passionate about AI, IoT, and cloud computing, please submit your application.
">About Us
">Spectrum Consulting is a leading provider of innovative solutions that empower businesses to thrive in today's digital landscape. Our team of experts is dedicated to delivering cutting-edge technology that drives business growth, improves efficiency, and enhances customer satisfaction.
">Contact Us
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