Machine Learning Engineer | Sutherland | Chennai
- Sutherland
- 10 - 20 years
- Chennai
- 25 days ago
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Job Description
Established in 1986, Sutherland is a global provider of business process and technology management services offering an integrated portfolio of analytics-driven back-office and customer facing solutions that support the entire customer lifecycle.
As a process transformation company, Sutherland rethinks and rebuilds processes for the digital age by combining the speed and insight of design thinking with the scale and accuracy of data analytics. We have been helping customers across industries from financial services to healthcare, achieve greater agility through transformed and automated customer experiences for over 30+ years.
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.
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.
Qualifications
- Bachelor's/Masters/Ph.D. degree in Computer Science, Engineering, Mathematics, or a related field.
- 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.
- Excellent problem-solving skills, attention to detail, and ability to work independently as well as part of a team.
- Strong communication and interpersonal skills, with the ability to effectively collaborate with stakeholders across different functional areas.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Science & Machine Learning - Other
Employement Type: Full time
Contact Details:
Company: SutherlandLocation(s): Chennai
Keyskills: Natural Language Processing Machine Learning Computer Vision
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