Overview
Skills
Job Details
Solution Architect Advanced Analytics (AI/ ML Architect)
Location Remote
Job Description:
Relevant experience 6 to 7 Years in Advanced Analytics (AI/ ML Architect)
Experience in solutions architecture or equivalent experience
Experience in technical domains such as AI/ML, multimodal ML, model evaluation, MLOps, MLSecOps, ML training, inference, data engineering, data science, fine-tuning
Manage and mentor a team of skilled data scientists, fostering a culture of collaboration, innovation, and continuous learning.
Align technical implementation with existing and future requirements by gathering inputs from multiple stakeholders
Take the lead in designing the AI architecture and selecting technologies from both open-source and commercial offerings.
Knowing the workflow and pipeline architectures of ML and deep learning workloads, including the components and trade-offs across data management, governance, model building, deployment, and production workflows, is crucial.
Experience in advanced analytics tools (Python, R) along with applied mathematics, ML, Deep Learning frameworks (such as TensorFlow), and ML techniques (such as random forest and neural networks).
Experience in Estimation and Proposal creation
Experience in Machine Learning solutions (using various models, such as Linear/Logistic Regression, Support Vector Machines, Deep Neural Networks,)
Developing AI and ML models in real-world environments, and integrating AI and ML using cloud-native or hybrid technologies into large-scale enterprise applications.
Experience in developing best practices for the ML life cycle, feature engineering, model management, MLOps, deployment, and monitoring.
Knowledge and experience in working on Data Warehouse, Data Lake, and Reporting
Experience in any 2 verticals (Life science, manufacturing, BFSI, Energy and Utilities) is desired
"Tekshapers is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law."