Machine Learning Engineer
- Rmsi
- 3 - 5 years
- Noida, Gurugram
- 5 months ago
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Job Description
Role & responsibilities
Role Overview:
We are looking for a skilled Software Engineer Machine Learning with 35 years of experience in developing and deploying AI/ML solutions at an enterprise level. The ideal candidate will have hands-on expertise in Computer Vision, Deep Learning, and Generative AI, along with strong programming and problem-solving skills. You will work on innovative AI-driven GIS applications, multimodal models, and real-time feature detection systems, contributing to the design and enhancement of AI/ML platforms across the organization.
Must Have:
- 35 years of hands-on experience in designing or implementing AI/ML solutions, preferably in enterprise or large-scale environments.
- Strong programming skills in Python, including use of libraries such as TensorFlow, Keras, NumPy, Pandas, scikit-learn, and OpenCV.
- Experience with Convolutional Neural Networks (CNNs) for real-time object detection using models like YOLO, and segmentation using SAM and U-Net, with practical use of multiple backbones.
- Proficiency in image classification using CV models like VGG, YOLOv5, etc.
- Experience with machine learning algorithmsboth supervised and unsupervisedfor classification and regression tasks.
- Experience in Generative AI and Large Language Models (LLMs), including speech-to-text and multi-modal input models.
- Strong knowledge of data structures, algorithms, and mathematics/statistics related to AI.
- Experience with LSTM/Recurrent Neural Networks (RNNs) or hybrid neural architectures.
- Basic understanding of computer vision concepts and GIS support functions.
Should Have:
- Understanding of MLOps/LLMOps workflows for scalable AI deployments.
- Experience with agent-based AI systems (Agentic AI) or agent design patterns.
- Experience working with or contributing to enterprise-grade data platforms, ensuring performance and interoperability with AI workloads.
- Exposure to segmentation techniques for extracting coarse features and creating multiple image segments.
- Good communication, collaboration, and analytical skills for engaging with cross-functional teams.
Could Have:
- Certifications in AI/ML or cloud platforms (AWS, Azure, GCP).
- Familiarity with Theano, SciPy, and other scientific computing libraries.
- Experience in AI-focused research, innovation programs, or open-source contributions.
- Interest in exploring emerging AI paradigms such as federated learning, multi-agent systems, and Responsible AI practices.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: RmsiLocation(s): Noida, Gurugram
Keyskills: Tensorflow Cnn Rnn Ai Solutions Python Algorithm Development Opencv Algorithm Design Keras
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