Sr. AI/ML Developer

19 hours ago


Thane, India SATMAT TECHNOLOGIES Full time

Job Description: Sr. AI/ML Developer Experience: 8-10 Years Location : Thane / Vikhroli, Mumbai About the Role: We are seeking an experienced AI/ML Developer with 8-10 years of hands-on experience in building and deploying machine learning models at scale. The ideal candidate will have a strong background in Python, PySpark, Hadoop, and Hive, along with a deep understanding of machine learning model building, analysis, and optimization. As part of our innovative AI/ML team, you will contribute to cutting-edge projects and collaborate with cross-functional teams to deliver impactful solutions. Key Responsibilities: Model Development : Design, build, and deploy machine learning models, utilizing advanced techniques to ensure optimal performance. Data Processing : Work with large-scale data processing frameworks such as PySpark and Hadoop to efficiently handle big data. Model Analysis and Optimization : Analyze model performance and fine-tune models to improve accuracy, scalability, and speed. Collaboration : Work closely with data scientists, analysts, and engineers to understand business requirements and integrate AI/ML solutions. Version Control : Utilize Git for version control to ensure proper management and documentation of model code and workflows. Project Management : Participate in sprint planning, track progress, and report on key milestones using JIRA. Notebook Workflows : Use Jupyter/Notebook for interactive development and presentation of model outputs, insights, and results. TensorFlow : Implement and deploy deep learning models using TensorFlow, optimizing them for real-world applications. Key Skills: Programming : Strong proficiency in Python, with experience in data manipulation and libraries like NumPy, Pandas, and SciPy. Big Data Technologies : Hands-on experience with PySpark, Hadoop, and Hive for managing large datasets. Model Development : Expertise in machine learning model building, training, validation, and deployment using frameworks like TensorFlow, Scikit-learn, etc. Deep Learning : Familiarity with TensorFlow for building and optimizing deep learning models. Version Control and Collaboration : Proficiency in Git for source control and JIRA for project tracking. Problem-Solving : Strong analytical skills to troubleshoot, debug, and optimize models and workflows. Experience and Qualifications: Experience : 8-10 years in AI/ML development with significant exposure to machine learning and deep learning techniques. Education : Bachelor's or Master's degree in Computer Science, Data Science, or a related field. Knowledge : Deep understanding of AI/ML algorithms, model evaluation techniques, and data manipulation. Preferred Qualifications: Hands-on experience with cloud platforms like AWS, GCP, or Azure. Familiarity with containerization tools like Docker and Kubernetes. Experience in deploying models into production environments.



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