Genzeon - Artificial Intelligence Architect - Generative AI
4 days ago
Job Description :
Key Skills : SQL, Data science, Python, AI/ML, Gen AI, Data Engineering .
Responsibility :
- Define and drive the AI strategy in alignment with business objectives, identifying key opportunities for AI adoption and innovation.
- Architect end-to-end AI solutions that address complex business problems, leveraging machine learning, deep learning, and other AI techniques.
- Oversee the design and development of AI models to meet project requirements, ensuring scalability, performance, and accuracy.
- Lead the conversion of AI/ML models into APIs that can be easily integrated by other developers, promoting reusability and interoperability.
- Perform advanced statistical analysis on large-scale data sets to derive insights and inform decision-making processes.
- Manage project infrastructure and oversee the development of AI models and projects, ensuring robustness, reliability, and scalability.
- Work closely with machine learning engineers, data engineers, and AI engineers to collaboratively develop and deploy machine learning models and systems.
- Manage project infrastructure and the development of AI models and projects.
- Architect, build, maintain, and enhance a suite of algorithms and underlying systems, continuously innovating to improve performance and efficiency.
- Implement end-to-end solutions for batch and real-time algorithms, including tooling for monitoring, logging, automated testing, and performance optimization.
- Collaborate with data scientists and analysts to create and deploy new product features, ensuring alignment with business goals and customer needs.
- Establish scalable, efficient, automated processes for data analysis, model development, validation, and implementation, driving operational excellence.
- Facilitate knowledge sharing within the team to adopt best practices and contribute to and reuse community best practices, fostering a culture of learning and collaboration.
Required Skills :
- University or advanced degree in engineering, computer science, mathematics, or a related field,
- 10+ years' experience developing and deploying using Python scripting languages
- 5+ years' experience developing and deploying machine learning systems.
- Strong experience working with a variety of relational SQL and NoSQL databases,
- Experience with at least one cloud provider solution (AWS, GCP, Azure),
- Strong experience with object-oriented/object function scripting languages: Java,- C++.
- Ability to communicate with clients and team confidently.
- Industry experience building innovative end-to-end Machine Learning systems,
- Ability to quickly prototype ideas and solve complex problems by adapting creative approaches
- Experience working with distributed systems, service-oriented architectures and designing APIs, Strong knowledge of data pipeline and workflow management tools
- Expertise in standard software engineering methodology, e.g. unit testing, test automation, continuous integration, code reviews, design documentation,
- Solid understanding of common programming languages used in AI, such as Python, Java, and R
Industry Type : IT services
Employment Type : Full Time, Permanent
Role Category : Data Science
Education : UG - B.Tech/B.E. in Any Specialization
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