Virtusa

Tech Lead

Posted On

July 15, 2024

Location

Hyderabad, Telangana

Experience Level

Full Time

Job Type

Experienced

Apply By

Dec. 31, 2024

Job Description

We are seeking an experienced AI Engineer and Python, Kafka who will be responsible for developing and implementing artificial intelligence models and strategies for our organization. The successful candidate will have an in depth understanding of machine learning techniques, data structures, data modeling and software architecture.
Technical Requirements
Solutioning Experience: Experience in architecture and design, translating business requirements into technical specifications, and developing scalable and robust AI solutions. Prior development of a large software project using service oriented architecture operating with real time constraints.
Proof of Concept (POC) Development: Develop POCs to validate and showcase the feasibility and effectiveness of the proposed AI solutions. Collaborate with development teams to implement and iterate on POCs, ensuring alignment with customer requirements and expectations.
Technical Skills: Strong programming skills, with proficiency in Python and experience with AI frameworks such as TensorFlow, or Hugging Face. Understanding in the usage of libraries such as Pandas, Matplotlib, etc.
Cloud Experience: Familiarity with cloud platforms and related services
Experience in full AI project lifecycle, from research and prototyping to deployment in production environments.
Experience with version control systems, particularly Git, and proficiency with GitHub for code collaboration and repository management.
Experience in working with SQL NoSQL database systems such as MySQL, MongoDB or Elasticsearch.
Good understanding of distributed systems, understanding of microservice architecture and REST APIs.
Excellent knowledge and working experience with Docker containers. Consistent track record in developing large scale distributed applications.
Experience with transformer based and diffuser based models Proficiency in Agile development practices and Continuous Integration Continuous Deployment
Preferred training fine tuning experience on large data
Work closely with data engineers and data analysts to help build ML and statisticsdriven data quality and continuous data monitoring workflows.
Awareness and understanding of ethical considerations in data science and AI, ensuring responsible and fair use of data and AI technologies.
Own the MLOps lifecycle, from data monitoring to refactoring data science code to building robust model monitoring workflows for model lifecycle management.
Functional Requirements:
Total 5 years of relevant experience
Education: Degree in Computer Science, Mathematics, Engineering, or a related field.
Business Acumen Ability to understand customer needs and business objectives. Experience in working closely with customers and translating their requirements into effective AI solutions.
Customer Engagement and Support: Act as a technical point of contact for customers, addressing their questions, concerns, and feedback. Provide technical support during the solution deployment phase and offer guidance on AIrelated best practices and use cases.
Documentation and Knowledge Sharing: Document solution architectures, design decisions, implementation details, and lessons learned. Create technical documentation, white papers, and best practice guides. Contribute to internal knowledge sharing initiatives and mentor new team members. Preferably JIRA Confluence
Soft Skills Excellent interpersonal and communication skills. Engage with stakeholders for analysis and implementation.

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