Job Description
Essential Functions
- Design end-to-end AI/ML architectures, including data pipelines, model training, deployment, and monitoring frameworks.
- Ensure the perspectives of DevOps/MLOps, DevSecOps, FinOps, and Governance are addressed.
- Leverage existing infrastructure wherever possible (Snowflake / Dataiku / Power BI / Azure).
- Collaborate with data scientists, engineers, and business stakeholders to define project requirements and deliverables.
- Evaluate and select appropriate AI/ML frameworks, tools, and platforms based on project needs.
- Ensure scalability, reliability, and security of AI/ML solutions in production environments.
- Oversee the integration of AI/ML models into existing products and services.
- Building and integrating information systems to meet the company’s needs across multiple domains or subject areas. Assessing the systems architecture currently in place and working with multiple technical staff to recommend solutions to improve it. Resolving complex technical problems as they arise.
- Providing supervision and guidance to multiple development teams. Providing input on scope and representing business-driven AI and Analytic interests with counterparts in IT
- Continually researching current and emerging technologies and proposing changes where needed.
- Informing various stakeholders about any problems with the current technical solutions being implemented.
- Assessing the business impact that certain technical choices have.
- Providing updates to stakeholders on product development processes, and design
- Working with multiple Project teams to construct logical and physical designs that stay true to enterprise Reference model and define technical model for AI and Analytics. Drive future state vision for Perdue
Qualifications / Experience:
- Bachelor’s degree in information technology, SW engineering, computer science, or related field.
- 15+ years of experience in IT, with 5+ years focus on system architecture. CPG experience
- At least five years of experience leading Analytic projects and teams involving complex and large cross functional, business transformation initiatives.
- Proven experience in engineering and software architecture design.
- Sound knowledge of various operating systems and databases.
Preferred Technology experience:
- ML/DL Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn, XGBoost
- DevOps / MLOps: GitHub, GitHub Actions, CI/CD pipelines
- DevSecOps: RBAC, SSO / SCIM, OAuth, Snowflake’s security model
- Data Visualization: Power BI, Angular
- Monitoring & Orchestration: Dagster, Airflow, Grafana, Prometheus
- Data Ingestion: Airbyte, Snowpipe Files & Streaming, Kafka, APIs
- Data Processing: Dataiku, Spark, Snowflake (streams / tasks / dynamic tables ), Python, SQL
- Compute: Snowflake Warehouses & Compute Pools, Azure VM’s, Kubernetes, Docker
- Storage: Snowflake, SQL, Iceberg Tables, Parquet, ADLS
- Cloud Platforms: Azure
- Strong preference for experience in Snowflake AI/ML capabilities: feature store, model registry, vector db, cortex AI, etc
Modify order and verb and rework a few bullets remove global
Experience: 8-10 Years .
Expected annual pay for this role ranges from $80,000 to $158,000 . Based on the position, the role is also eligible for Wipro’s standard benefits including a full range of medical and dental benefits options, disability insurance, paid time off (inclusive of sick leave), other paid and unpaid leave options.
Reinvent your world. We are building a modern Wipro. We are an end-to-end digital transformation partner with the boldest ambitions. To realize them, we need people inspired by reinvention. Of yourself, your career, and your skills. We want to see the constant evolution of our business and our industry. It has always been in our DNA - as the world around us changes, so do we. Join a business powered by purpose and a place that empowers you to design your own reinvention. Come to Wipro. Realize your ambitions. Applications from people with disabilities are explicitly welcome.