Machine Learning Engineer
- Sutherland
- 8 - 13 years
- Chennai
- 9 months ago
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Job Description
We are seeking a skilled and experienced Machine Learning Engineer specialized in Natural Language Processing (NLP) and Computer Vision to join our team. The ideal candidate should have a strong foundation in ML and AI principles, coupled with a proven track record of developing and deploying a minimum of 20+ models in these domains.
Role & responsibilities
- Develop and implement state-of-the-art machine learning algorithms and models for NLP and computer vision applications.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Conduct thorough data analysis, pre-processing, and feature engineering to extract meaningful insights from structured and unstructured data.
- Design and implement scalable and efficient machine learning pipelines for training, evaluation, and inference.
- Experiment with various deep learning architectures, hyperparameters, and optimization techniques to improve model performance.
- Stay updated with the latest advancements in ML and AI research and evaluate their potential applications in our domain.
- Work closely with software engineers to integrate ML models into production systems and ensure their robustness and scalability.
- Perform rigorous testing and validation of models to ensure their accuracy, reliability, and generalization capability.
- Continuously monitor and maintain deployed models, and implement necessary updates and enhancements as required.
- Document code, methodologies, and findings effectively, and contribute to internal knowledge sharing initiatives
Preferred candidate profile
- Strong theoretical understanding of machine learning algorithms, deep learning frameworks, and statistical modeling techniques.
- Proficiency in programming languages such as Python, along with experience in popular ML libraries such as TensorFlow, PyTorch, or scikit-learn.
- Hands-on experience in developing and deploying machine learning models for NLP and computer vision tasks, with a demonstrable portfolio of projects.
- Solid understanding of natural language processing techniques, including text classification, sentiment analysis, named entity recognition, etc.
- Familiarity with computer vision concepts such as image classification, object detection, image segmentation, etc., and experience with frameworks like OpenCV or TensorFlow.
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: SutherlandLocation(s): Chennai
Keyskills: Ml Libraries Natural Language Processing Machine Learning Algorithms Computer Vision Python Agentic Ai RAG Transformer Architecture Deep Learning
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