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Job Location: Bengaluru
Job Detail:
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.
I.Responsibility
- To understand the complete business functionalities and requirements and map it to the collected/ shared data to create an understanding for development of solution functional architecture
- Data collection and analysis to understand the business requirement and map it to the specific objective and generate exploratory insights from the data for different business components
- Understand the problem and develop state of art AI/ML/DL models along with the MLOPS lifecycle to establish sustainable AI/ML production ecosystem
- To design and develop optimization solutions using different methods and techniques, including heuristic optimization methods such as classical annealing/ quantum annealing
- Design and develop production environment ready AI/ML, optimization model that could be deployed in cloud ecosystem leveraging different cloud components to enhance scalability, availability, and reliability.
- Communicate the insights observed from the model
II.Skill Requirements
A.Programming Skill
Python, Java
Advance level understanding of programming concepts related to data science. Capabilities to develop ML and DL models using different frameworks and libraries such as SKlearn, tensorflow, pytorch, numpy, pandas etc.
Programming skills to develop APIs and cloud based integration for different requirements and utilizations in AI/ML/DL space.
B.Analytical Skills
The job responsibilities require following analytics skills
1.AI/ ML skills
- Statistical and probability concepts expertise and skills to use them for insights generation and analysis
- Classical machine learning skills
- deep learning model development skills
2.Optimization Skills
- Skills to design and develop optimization solutions leveraging the data collected keeping business objective and requirements in consideration
HARMAN is an Equal Opportunity /Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race,color, religion, sex, sexual orientation, gender identity, national origin,disability or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. (
www.harman.com
)
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