PAC Machine Learning Engineer IV

3 weeks ago

pune, India Panasonic Full time
Machine Learning Engineer IV - Elevate In-Flight Entertainment & Connectivity Are you a seasoned Machine Learning Engineer with a passion for innovation? Join our dynamic team to lead cutting-edge machine learning projects that enhance our In-Flight Entertainment & Connectivity (IFEC) systems. This role offers the opportunity to work on complex data-driven solutions, collaborate with cross-functional teams, and mentor the next generation of engineers. Key Responsibilities: Technical Leadership (20%):
- Lead the design and implementation of robust, scalable, high-performance systems.
- Integrate machine learning algorithms to improve content delivery, personalization, and connectivity services. Algorithm Development & Implementation (20%):
- Develop and deploy machine learning models and predictive analytics.
- Create advanced machine learning frameworks, tools, and technologies. Machine Learning Infrastructure & Engineering (20%):
- Make key architectural decisions for machine learning infrastructure.
- Design scalable machine learning pipelines using cloud-based platforms and distributed computing frameworks. Experimentation & Innovation (10%):
- Explore emerging machine learning trends and technologies.
- Conduct research and propose innovative approaches to enhance IFEC offerings. Cross-functional Collaboration (10%):
- Work closely with data scientists, software engineers, product managers, and stakeholders.
- Communicate technical concepts and insights effectively. Performance Optimization (10%):
- Continuously monitor and optimize machine learning model performance.
- Implement enhancements to achieve optimal results. Mentorship & Knowledge Sharing (10%):
- Mentor engineers and provide technical guidance.
- Foster a culture of excellence and continuous learning within the team. Requirements: - Proficiency in programming languages such as Python, Java, or similar.
- Expertise in machine learning frameworks (, TensorFlow, PyTorch) and data processing technologies.
- Demonstrated leadership skills with the ability to drive technical initiatives.
- Excellent problem-solving abilities and a passion for innovation.
- Bachelor’s degree in Computer Science, Data Science, Software Engineering, or a related field (Advanced degree preferred).
- 8+ years of experience in software engineering, focusing on data-driven applications, machine learning, or AI, preferably in aerospace or tech us and play a pivotal role in revolutionizing the in-flight experience through advanced machine-learning solutions

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