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Machine Learning Lead - Natural Language Processing

ConfidentialBengaluru / Bangalore

20 days ago

Job description

Algorithm Development : Design and program integrated software algorithms to structure, analyze, and use data in both structured and unstructured environments.

Statistical Modelling : Apply experimental methodologies, statistics, optimization, probability theory, and machine learning to create tools, statistical models, and algorithms using general-purpose software and statistical languages.

Insights and Optimization : Develop descriptive, diagnostic, predictive, and prescriptive insights and algorithms to improve product and system performance.

ML and Statistical Techniques : Use techniques such as decision trees, logistic regression, Bayesian analysis, NLP, and other methods to design algorithms that enhance product quality, data accuracy, and system performance.

Code Implementation : Translate algorithms and technical specifications into efficient, production-ready code using modern programming languages like Python

Debugging : Implement programming practices, perform testing and debugging, and increase system efficiency.

Documentation : Create comprehensive documentation and maintenance procedures for implemented systems and algorithms.

Generative AI Applications : Develop and implement generative AI technologies for applications such as content generation, conversational systems, and interactive user experiences.

Emerge Technologies : Adapt machine learning methodologies to areas like artificial intelligence, image processing, and other modern technologies to promote solutions.

Cloud-Based Solutions : Deploy scalable solutions in cloud-based environments (e.g., AWS, Azure, and GCP).

Education : Bachelors or masters degree in computer science or a related field.

Technical Skills :

Proficiency in machine learning and natural language processing (NLP).
Experience with software fundamentals, data structures, and algorithms.
Hands-on experience with CI / CD pipelines, distributed systems, and cloud-based software.
Expertise in generative AI and building conversational systems.
Classification systems, sentiment analysis, NLP, and entity extraction
Computer vision, OCR, and content extraction from images, PDFs, and HTML
7+ years of experience with custom models and ensembles
Experience in cloud-based environments (e.g., AWS, Azure, GCP)
Expertise in generative AI and building conversational systems

Software Development :

Experience with object-oriented design principles, common design patterns, and best practices.

Skills Required

Cloud Computing, Machine Learning, Nlp, Statistical Modeling, Python

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Lead Machine Learning • Bengaluru / Bangalore