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AI/ML Lead Consultant

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AI/ML Lead Consultant role at Infosys, Bengaluru, India, involving translating business goals into technical requirements, collaborating with stakeholders, leading design and code writing for machine learning services, providing technical guidance, and owning specific areas of functionality for machine learning implementation in digital commerce.

Job description 

Responsibilities

• Translate business goals for Machine Learning to technical requirements, conduct code/design reviews, and drive the technical implementation of web projects throughout the project lifecycle. • Collaborate with stakeholders to understand business needs and requirements and convert them into ML requirements and hypothesis. • Lead the design, and write code, and ultimately assist in deploying machine learning services. • Possess hands on knowledge in performance, distributed system scalability, system architecture, and engineering best practicesProvide technical guidance and mentorship to team members on ML related tasks. • Own and drive specific area(s) of functionality like machine learning implementation for digital commerce– including prioritized enhancement stories and development of features for those areas of responsibility. • Develop PoCs to validate the feasibility of machine learning implementation • Break down complex technical requirements into Epics and Stories for the teams. • Explain complex technical concepts of ML to both technical and non-technical stakeholders. • Ensure security best practices are integrated into the architecture and design of solutions. • Implement and enforce coding quality, standards, best practices and guidelines through code reviews Contribute to a culture of continuous improvement and agile development.

Technical and Professional Requirements:

• Primary skills:Analytics->Data Science,Analytics->Machine Learning->NLP-Text Analytics,Artificial Intelligence->Data Science,Artificial Intelligence->NLP Deep Learning Algorithms,Machine Learning,Machine Learning->Data Science,Python

Preferred Skills:

Analytics->Machine Learning->NLP-Text Analytics

Machine Learning

Analytics->Data Science

Artificial Intelligence->Data Science

Machine Learning->Data Science

Python

Artificial Intelligence->NLP Deep Learning Algorithms

Additional Responsibilities:

• Demonstrated experience designing and architecting new technology and platform solutions within the Machine Learning ecosystem • Proficient in utilizing Python and well-known machine learning libraries like TensorFlow, PyTorch, and scikit-learn to develop models. • Ability to understand complex application data flows and bridge the gap between technical and business app requirement. • Skilled in optimizing model performance through effective data preprocessing, cleaning, and feature engineering techniques. • Experienced in deploying machine learning models for real-time applications in production environments. • Conducted thorough evaluations, selections, and fine-tuning of models to attain high accuracy and efficiency. • Excellent written, visual, and oral communication skills, ability to clearly and succinctly communicate with key business partners, including senior executives • Excellent collaboration and facilitation skills including the ability to bring together various teams and resources to deliver results • Minimum 10 years of software development experience with 5+ years of experience in machine learning implementations leading multiple Machine Learning projects. • Data driven approach to problem solving. • Understanding of statistical concepts and machine learning algorithms. • Experience with data preparation, cleaning, and transformation techniques.

Educational Requirements

MBA,MCA,MTech,ME,BCA,BTech,Bachelor of Engineering

Service Line

Application Development and Maintenance.
 

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Infosys Logo

Company

Infosys

Job Posted

9 months ago

Job Type

Full-time

WorkMode

On-site

Experience Level

8-12 Years

Category

Software Engineering

Locations

Bengaluru, Karnataka, India

Qualification

Bachelor or Master

Applicants

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