Software Engineer - AI/ML with Python
HARMAN InternationalResponsibilities
- Design, develop, train, validate, deploy, monitor, and optimize machine learning and AI models.
- Build end-to-end ML pipelines covering data preprocessing, training, validation, deployment, and monitoring.
- Develop Python-based automation for test suites, model validation, and workflow orchestration.
- Integrate ML and automation workflows into CI/CD pipelines for continuous testing and deployment.
- Maintain consistent build environments using CMake and Bazel.
- Collaborate with DevOps teams on MLOps practices, model versioning, and reproducibility.
- Deploy, monitor, and optimize ML workloads in AWS environments.
- Contribute to code reviews, documentation, and technical discussions.
- Troubleshoot build, deployment, and performance issues across environments.
Requirements
- 3 to 6 years of hands-on AI/Machine Learning development experience.
- Strong proficiency in Python for automation, ML model development, and testing.
- Extensive experience automating test suites and processes with Python.
- Experience integrating ML and automation workflows into CI/CD pipelines.
- Hands-on experience with Git, GitLab, and GitHub.
- Strong understanding of DevOps practices involving build, release, and deployment automation.
- Experience using AWS cloud services for ML model deployment and infrastructure.
- Practical experience with CMake and Bazel for stable build environment management.
- Bachelor’s or master’s degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
- Knowledge of ML fundamentals, algorithms, and model lifecycle management.
- Preferred experience with MLflow, Kubeflow, SageMaker, Airflow, Docker, Kubernetes, Pandas, NumPy, Spark, REST APIs or microservices, and cloud monitoring and logging tools.
- Strong problem-solving, communication, collaboration, and independent working skills.
Benefits
- Work-from-office environment with most office-based roles onsite five days per week.
- Competitive salary and benefits package.
- Professional growth and development opportunities.
- Collaborative work environment with access to cutting-edge technologies and tools.
- Recognition and rewards through the BeBrilliant program.
- Inclusive and diverse workplace supporting professional and personal development.
Tech Stack
Categories
About HARMAN International
Headquartered in Stamford, Connecticut, HARMAN (harman.com) designs and engineers connected products and solutions for automakers, consumers, and enterprises worldwide, including connected car systems, audio and visual products, enterprise automation solutions; and services supporting the Internet of Things. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and Revel®, HARMAN is admired by audiophiles, musicians and the entertainment venues where they perform around the world. More than 50 million automobiles on the road today are equipped with HARMAN audio and connected car systems. Our software services power billions of mobile devices and systems that are connected, integrated and secure across all platforms, from work and home to car and mobile. HARMAN has a workforce of approximately 30,000 people across the Americas, Europe, and Asia. In March 2017, HARMAN became a wholly-owned subsidiary of Samsung Electronics Co., Ltd. HARMAN is an Equal Opportunity, Affirmative Action employer. Minorities, women, veterans and individuals with disabilities are encouraged to apply. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. Looking for a challenge where your experience is valued? Come see what you can achieve as a leader with HARMAN!