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.
Job Description: Machine Learning Engineer - AIOps and GenAI
Education & Training
Bachelor’s degree in Computer Science/Electronics & Communication/Electrical Engineering or in a relevant stream.
Role Summary
We are seeking a skilled Machine Learning Engineer to join our dynamic team, focusing on AIOps (Artificial Intelligence for IT Operations) and GenAI (General Artificial Intelligence) projects. As part of our Mercedes R&D India, you will play a pivotal role in developing cutting-edge solutions that leverage machine learning to enhance automation and intelligence across our systems.
Skills
- Proven experience (6+ years) in developing and deploying machine learning models in a production environment.
- Strong proficiency in programming languages such as Python, and familiarity with libraries such as TensorFlow, PyTorch, or scikit-learn.
- Solid understanding of statistical analysis, data structures, and algorithms.
- Experience with cloud platforms (e.g., AWS, Azure, GCP) and serverless technologies (e.g., Lambda, Azure functions, cloud functions).
- Knowledge of automation tools and techniques, and experience in integrating ML models into automated workflows.
- Excellent problem-solving skills and ability to work in a fast-paced, collaborative environment.
- Strong communication skills to effectively convey technical concepts and solutions to stakeholders.
Job Responsibilities
- Design, develop, and implement machine learning models and algorithms for AIOps initiatives, aimed at automating and optimizing IT operations.
- Collaborate with cross-functional teams to gather requirements, understand business objectives, and translate them into technical solutions.
- Research and experiment with new ML techniques, frameworks, and tools to improve system efficiency and performance.
- Contribute to the GenAI project by developing algorithms and frameworks that enable generalized AI capabilities within our products.
- Architect scalable and reliable ML pipelines that handle large volumes of data, ensuring robustness and accuracy.
- Implement monitoring and evaluation strategies to measure model performance, identify issues, and iterate on improvements.
- Stay abreast of industry trends and advancements in machine learning, AI, and automation to continually enhance our technical capabilities.
- Participate in code reviews, provide constructive feedback, and mentor junior team members.
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.
