Lead- Data Science

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.

Data Analysis and Modeling:

• Utilize advanced statistical techniques to analyze complex datasets.
• Develop and implement machine learning(ML),Deep Learning(DL) models for predictive analytics, classification, clustering, and optimization.
• Perform feature engineering and selection to improve model performance.
• Conduct thorough evaluations of model performance and interpret results.

GenAI Expertise:

• Design and develop ML, DL algorithms inspired by principles of genetics and evolution for problem-solving.
• Implement genetic algorithms, genetic programming, and other evolutionary computation techniques to optimize solutions.
• Tune and evolve algorithms to adapt to changing environments or objectives.

Algorithm Development:

• Develop custom ML, DL algorithms tailored to specific business needs or research objectives.
• Research and experiment with cutting-edge techniques in data science, neural networks and artificial intelligence including advancements in GenAI.

Data Preprocessing and Cleaning:

• Clean, preprocess, and normalize data for analysis, ensuring data quality and integrity.
• Handle missing data and outliers effectively to improve model robustness.

Model Deployment and Integration:

• Deploy machine learning models into production environments.
• Integrate models into existing software systems or platforms.
• Collaborate with software engineers to ensure seamless integration and scalability.

HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, 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.