Job Information
Global Foundries Engineer Software Engineering - AI/ML in Karnataka, India
Job Title: Engineer Software Engineering - AI/ML
About GlobalFoundries
GlobalFoundries is a leading full-service semiconductor foundry providing a unique combination of design, development, and fabrication services to some of the world’s most inspired technology companies. With a global manufacturing footprint spanning three continents, GlobalFoundries makes possible the technologies and systems that transform industries and give customers the power to shape their markets. For more information, visit www.gf.com.
Your Job:
The AI/ML Solutions team in GLOBALFOUNDRIES has a primary mission of delivering data engineering, advanced analytics, and machine learning systems and applications to improve business operations in any of our business units. We are involved in the entire application lifecycle from concept to deployment with a primary focus of enabling the distributed data science teams to develop and deploy their workflows. We also lead or help with building prototype solutions for new project areas.The successful candidate will help architect and build data flows for advanced analytics and machine learning applications, as well as build custom tools to facilitate the speedy development and release of the applications.
Essential Responsibilities:
Build tools to automate and improve development and release processes, and deploy Machine Learning (ML) to large production environments
Utilize Versioning Repository tools, Continuous Integration Frameworks, Application Containerization, Automation Deployment, Code Quality and Code Security Scanning tools
Design, build, and maintain efficient, reusable, and tested code in Python and other applicable languages and library tools, utilize off-the-shelf solutions where warranted
Design modern data pipeline architectures and build tooling to efficiently tackle Big Data projects in a multi-cloud environment
Able to handle multiple projects
Present project status to peers and the leadership team as needed, collaborate across organizational boundaries
Required Qualifications:
B.S. in Computer Science, Software Engineering, or equivalent field with 2-4 years industrial experience, or M.S. with 2-3 years experience
Experience with full stack development
Understanding of REST APIs, JSON data format
Experience with ML services in AWS ecosystem
Experience with the deployment of big data ETL pipelines in the cloud, e.g. PySpark
Experience with of SQL and NoSQL databases, Python, Docker containers
Exposure to and/or understanding of ML tools/libraries such as: TensorFlow/Keras, PyTorch, Pandas
Understanding of advanced data analytics and machine learning
Prior experience architecting end-to-end pipeline for ML and Analytics using AWS or Azure services
Understanding of MLOps tools and flow
Preferred Qualifications:
Experience deploying advanced data analytics and machine learning applications
Experience in managing projects
Understanding of AWS Well Architected Framework (6 pillars)
Experience mentoring junior engineers / interns
AWS certifications (e.g. Cloud Practitioner, Machine Learning, Associate Solution Architect)
GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency, and innovation whilst our employees feel truly respected, valued and heard.
As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities. All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations.
To ensure that we maintain a safe and healthy workplace for our GlobalFoundries employees, please note that offered candidates who have applied for jobs in India will have to be fully vaccinated prior to their targeted start date. For new hires, the appointment is contingent upon the provision of a copy of their COVID-19 vaccination document, subject to any written request for medical or religious accommodation.
Information about our benefits you can find here: https://gf.com/about-us/careers/opportunities-asia
Changing the world from the inside out
Join the team that’s moving the world forward.
What makes GlobalFoundries different? Our advanced operational and technology capabilities are made available through a global manufacturing network, anchored by facilities in Singapore, Dresden (Germany), Burlington (Vermont) as well as East Fishkill and Malta (New York).
At GF, we make things that matter — from the solutions that enable the way we live today, to the technologies that drive what’s possible for tomorrow.
Our people bring this power to life. A diverse and global team representing the best in the industry, we are united by our dedication to excellence and our desire to improve and empower the world.