
Machine Learning Engineer
23 hours ago
Company Description
Novixpert Tech Inc. is a leader in innovative technology solutions, pushing the boundaries of what's possible with vision intelligence. Our team is dedicated to creating cutting-edge products that leverage the latest advancements in machine learning and edge computing. We are seeking a passionate and talented Machine Learning Engineer to join our team and contribute to the development of edge-based software applications.
Job Overview:
As a Machine Learning Engineer, you will work on developing software applications that interface with high-resolution cameras and manage machine learning models at the edge. You will write the orchestration layer to handle the deployment, management, and consumption of inference results. This role offers a unique opportunity to gain hands-on experience with edge computing and machine learning in a dynamic and supportive environment.
# Key Responsibilities:
Collaborate with other machine learning engineers to understand project requirements and objectives.
Develop and maintain edge-based software applications that connect with high-resolution cameras.
Write and optimize the orchestration layer to manage machine learning models and inference results.
Implement and test machine learning models in edge environments.
Assist in the integration of machine learning solutions with hardware and software components.
Conduct performance analysis and optimization of deployed models.
Troubleshoot and resolve issues related to model deployment and inference.
Document development processes, model configurations, and system updates.
# Qualifications:
Graduated with a degree in Computer Science, Electrical Engineering, Data Science, or a related field.
Basic understanding of machine learning concepts and applications.
Experience with programming languages such as Python, C++, or Java.
Familiarity with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
Knowledge of edge computing and IoT concepts.
Strong problem-solving skills and attention to detail.
Excellent communication and teamwork abilities.
Eagerness to learn and adapt to new technologies and methodologies.
# Preferred Qualifications:
Experience with high-resolution cameras and image processing.
Familiarity with containerization tools like Docker.
Understanding of RESTful APIs and microservices architecture.
Knowledge of edge computing platforms such as NVIDIA Jetson, or similar.
# What We Offer:
Hands-on experience with edge computing and machine learning applications.
Mentorship from experienced professionals in the field.
Opportunity to work on real-world projects and contribute to innovative solutions.
Flexible working hours and a collaborative work environment.
Multiple perks like free breakfast, lunch, and dinner. Free A/C accommodation in Jaipur. Reimbursement for travel costs.
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