Senior Machine Learning Research Analyst

CG-VAK Software & Exports Ltd.

10 years

0 Lacs

pune maharashtra india

Posted:4 weeks ago| Platform:

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Skills Required

learning research electrical engineering ml algorithms reinforcement programming python java tensorflow pytorch data optimization development ai cutting design analyze model metrics training testing processing management communication

Work Mode

On-site

Job Type

Full Time

Job Description

Work Experience

10+ years of experience in the field of research on machine learning
M.S. or Ph.D. in Computer Science, Electrical Engineering, or a related field with a focus on machine learning.
Proven track record of conducting ML research, demonstrated through publications or contributions to the machine learning community.
Strong theoretical knowledge and practical experience in machine learning algorithms, including deep learning, reinforcement learning and other ML techniques.
Proficiency in programming languages like Python, R, or Java, and familiarity with ML frameworks like TensorFlow, PyTorch, or Scikit-learn.
Solid understanding of data structures, algorithms, and optimization techniques.

Objectives & Responsibilities
Technical Skills

Conduct in-depth research and development of machine learning algorithms and models.
Explore and experiment with novel approaches to solve complex business problems using AI-ML techniques.
Stay updated with the latest advancements in the field of machine learning and contribute to the adoption of cutting-edge technologies.
Design and implement machine learning experiments. Analyze and interpret results to derive meaningful insights.
Participate in the development and improvement of existing machine learning models and frameworks.
Evaluate and fine-tune model performance using various metrics and optimization techniques.
Work on large datasets to pre-process, clean, and validate data for training and testing machine learning models.
Experience with big data processing tools and distributed computing frameworks is a plus.

People Skills

Collaborate closely with data scientists, engineers, and product managers to define research objectives and project scope.
Present research findings and propose innovative solutions to stakeholders and senior management.
Ability to work on complex problems and propose innovative solutions with a creative and analytical mindset.
Excellent communication skills, both written and verbal, to articulate research findings and collaborate effectively with cross-functional teams

Skills: data,optimization,research,ml,machine learning,optimization techniques,algorithms,learning

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