채용
We are seeking a highly skilled Senior Advanced Software Engineer with deep expertise in computer vision, deep learning, and generative AI (GenAI). This role requires end-to-end ownership of machine learning pipelines, from research and prototyping to deployment and scaling in production environments. The ideal candidate will have profound knowledge of full-stack ML deployment and a proven track record of building robust, scalable systems.
- Strong background in computer vision, deep learning, and GenAI frameworks (e.g., Py Torch, Tensor Flow, Hugging Face).
- Expertise in end-to-end ML pipeline development (data engineering, model training, deployment, monitoring).
- Expertise in deploying ML models to Edge ( x86, arm64 architectures )
- Proficiency in cloud platforms (AWS, Azure, GCP) and containerization/orchestration (Docker, Kubernetes).
- Solid understanding of MLOps practices (CI/CD, model versioning, monitoring, retraining).
- Experience with full-stack ML deployment including APIs, microservices, and scalable inference systems.
- Strong programming skills in Python, C++/Java, and modern ML toolchains.
- Excellent problem-solving, communication, and leadership skills.
Preferred Qualifications
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Experience with distributed training frameworks (Horovod, Deep Speed).
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Knowledge of edge deployment for computer vision models.
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Familiarity with data pipelines (Spark, Kafka, Airflow).
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Contributions to open-source ML/AI projects.
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B.Tech/ M.Tech with 8+ years of experience
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Architect and develop end-to-end ML pipelines for computer vision, deep learning, and GenAI use cases.
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Design scalable solutions for data ingestion, preprocessing, training, evaluation, and deployment.
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Implement and maintain full-stack ML deployment frameworks across cloud and on-prem environments.
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Automate CI/CD workflows for ML models to ensure reproducibility and reliability.
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Monitor, troubleshoot, and optimize deployed models for performance, accuracy, and efficiency.
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Collaborate with cross-functional teams including data scientists, product managers, and DevOps engineers.
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Mentor junior engineers and contribute to technical knowledge sharing across the organization.
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Drive innovation by integrating emerging AI/ML technologies into production workflows.
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Optimize ML systems for large-scale data, distributed training, and high-throughput inference.
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Establish best practices for model versioning, monitoring, retraining, and lifecycle management
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About Honeywell

Honeywell
PublicThe future is what we make it.
10000+
Employees
Charlotte
Headquarters
Reviews
3.2
4 reviews
Work Life Balance
3.5
Compensation
4.0
Culture
4.0
Career
3.0
Management
2.5
Pros
Good team and helpful colleagues
Fair pay and good benefits
Training and resources available
Cons
Limited job progression
Old boys club culture
High expectations with unclear answers
Salary Ranges
1,391 data points
Mid/L4
Senior/L5
Mid/L4 · Data Analyst II
2 reports
$136,600
total / year
Base
$105,077
Stock
-
Bonus
-
$136,600
$136,600
Interview Experience
4 interviews
Difficulty
2.5
/ 5
Duration
14-28 weeks
Offer Rate
25%
Experience
Positive 0%
Neutral 75%
Negative 25%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Hiring Manager Interview
5
Panel Interview
6
Online Assessment
7
Offer
Common Questions
Technical Knowledge
Behavioral/STAR
Past Experience
Coding/Algorithm
Culture Fit
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