
The future is what we make it.
Sr Advanced Software Engr
必备技能
Python
Java
AWS
Docker
Kubernetes
PyTorch
TensorFlow
GCP
Azure
Kafka
Spark
Airflow
Machine Learning
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
-
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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关于Honeywell

Honeywell
PublicHoneywell International Inc. is an American publicly traded, multinational conglomerate corporation headquartered in Charlotte, North Carolina. It primarily operates in four areas of business: aerospace, building automation, industrial automation, and energy and sustainability solutions (ESS).
10,001+
员工数
Charlotte
总部位置
$130B
企业估值
评价
10条评价
3.7
10条评价
工作生活平衡
4.2
薪酬
2.8
企业文化
3.9
职业发展
2.7
管理层
3.1
65%
推荐率
优点
Good work-life balance
Great benefits and job security
Collaborative and friendly environment
缺点
Low or uncompetitive compensation
Poor management and communication
Limited growth opportunities
薪资范围
655个数据点
Director
Director · Director Cyber Security
1份报告
$324,200
年薪总额
基本工资
$249,395
股票
-
奖金
-
$324,200
$324,200
面试评价
3条评价
难度
3.0
/ 5
时长
14-28周
录用率
33%
体验
正面 0%
中性 33%
负面 67%
面试流程
1
Application Review
2
Recruiter Screen
3
Technical Interview
4
Assessment/Testing
5
Final Interview
6
Offer
常见问题
Technical Knowledge
Behavioral/STAR
Past Experience
Problem Solving
Culture Fit
最新动态
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