Ml Architect

1 week ago

Bengaluru, India Informatica Full time

**Job Description - Machine Learning Architect**

**Informatica** is on a journey to leverage generative AI to simplify cloud data management. Machine Learning Architect will be responsible for driving the overall architecture and pipelines to enable Machine Learning engineers to build, train and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. This role is highly visible and critical to leapfrog Informatica’s AI journey.

**Responsibilities**:

- Drive architecture and design for AI and ML related model pipelines, and services
- Collaborate closely with cross-functional internal teams, including stakeholders, to identify opportunities for developing end-to-end AI architectures for diverse industry scenarios.
- Stay up-to-date with the latest developments in AI and related fields, evaluate new developments and technologies for potential integration into existing and future architecture
- Responsible for providing solutions that foster ML Engineer developer productivity.
- Lead the development and deployment of machine learning models, deep learning algorithms, and other AI/ML techniques. Ensure best practices for model training, testing, and validation are followed.

**Requirements**:

- Understanding of overall architecture of Transformer models, including LLMs.
- Deep experience building and scaling platform centric infrastructure is desired.
- Experience in building and scaling ML Ops pipelines with good understanding of ML registry and versioning.
- Familiarity with modern techniques for Language Understanding, and other Machine Learning and AI technologies
- Working well with local and global team of engineers, researchers, and product managers.
- Masters degree in Computer Science, Electrical Engineering or related fields with focus on AI and machine learning.
- 7+ years of industry and research experience in Artificial Intelligence and Machine Learning
- Experience with AWS, Google or Azure is Required
- Experience and understanding of modern ML pipelines using Kubeflow, KServe, Hugging Face, and similar toolkits is preferred. **Perks & Benefits**:

- Comprehensive health, vision, and wellness benefits (Paid parental leave, adoption benefits, life insurance, disability insurance and 401k plan or international pension/retirement plans
- Flexible time-off policy and hybrid working practices
- Tuition reimbursement program to support your and personal growth
- Equity opportunities and an employee stock purchase program (ESPP)
- Comprehensive Mental Health and Employee Assistance Program (EAP) benefit

We're guided by our DATA values and we are passionate about building and delivering solutions that accelerate data innovations. At Informatica, we know diversity drives innovation. We are proud to be an Equal Opportunity Employer dedicated to maintaining a work environment free from discrimination, one where all employees are treated with dignity.

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