- Bachelors/Master's degree in Computer Science or equivalent.
- 5+ years of experience working with machine learning and deep learning models.
- Deep understanding of Generative AI architectures, including GANs, VAEs, and Autoregressive models.
- Experience building and deploying ML models in production environments.
- Strong proficiency in programming languages like Python and PyTorch.
- Excellent communication, collaboration, and problem-solving skills.
- Passion for learning and adapting to a rapidly evolving field.
- Commitment to ethical and responsible AI development practices.
- Extensive experience in designing and implementing AI/ML models and systems.
- Design and implement GenAI modules: Design and deploy scalable, production-ready GAI models tailored to specific business needs, ranging from content generation and creative automation to data augmentation and predictive analytics.
- Lead research and development initiatives: Stay at the forefront of GenAI advancements, actively explore emerging techniques, and champion the adoption of the most promising approaches within the organization.
- Collaborate with diverse stakeholders: Partner closely with data scientists, engineers, domain experts, and business leaders to understand requirements, translate challenges into GenAI opportunities, and ensure successful integration of solutions.
- Develop and maintain GenAI infrastructure: Design and manage the underlying infrastructure and platforms required to train, deploy, and monitor GenAI models, ensuring efficiency, scalability, and security.
- Evaluate and optimize GenAI performance: Continuously monitor GAI models, analyze results, and implement techniques to improve accuracy, efficiency, and fairness.
- Develop and implement ethical guidelines: Advocate for and ensure the responsible development and deployment of GAI solutions, adhering to company ethics frameworks and industry best practices.
- Communicate effectively: Clearly articulate the technical intricacies of GenAI to stakeholders across different levels, fostering understanding and buy-in.
- Evaluating and selecting appropriate frameworks and tools.
- Providing technical guidance and mentorship to the team.
Senior Gen AI Engineer - Bengaluru, India - HARMAN International
Description
HARMAN's engineers and designers are creative, purposeful and agile. As part of this team, you'll combine your technical expertise with innovative ideas to help drive cutting-edge solutions in the car, enterprise and connected ecosystem. Every day, you will push the boundaries of creative design, and HARMAN is committed to providing you with the opportunities, innovative technologies and resources to build a successful career.
A Career at HARMAN
As a technology leader that is rapidly on the move, HARMAN is filled with people who are focused on making life better. Innovation, inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together, you'll discover that at HARMAN you can grow, make a difference and be proud of the work you do everyday.
Responsibilities
HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard torace, religion, color, national origin, gender including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.