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职位Honeywell

Advanced AI Engr

Honeywell

Advanced AI Engr

Honeywell

Bengaluru, Karnataka, India, IN

·

On-site

·

Full-time

·

1mo ago

必备技能

Python

Java

AWS

PyTorch

TensorFlow

GCP

Azure

Spark

Scala

Machine Learning

As a Advanced AI Engineer at Honeywell, you will be a driving force in designing, developing, and deploying end-to-end AI/ML solutions aimed at bringing autonomous capabilities to Honeywell products over the next decade. You will operate as a hands-on technical leader, working on everything from data pipelines to model optimization and drift detection, while mentoring junior team members to build a truly full-stack AI/ML practice.

· Full-stack AI/ML experience (data ingestion through model deployment and maintenance).

· Strong analytical mindset with a bias towards skeptical, data-driven decision-making.

· Familiarity with cloud platforms (AWS, Azure, or GCP) for large-scale training and deployment.

· Ability to communicate technical concepts to both experts and laypersons.

· Knowledge of Agile or similar software development methodologies.

Qualifications & Experience

· Bachelor’s or Master’s degree in Computer Science, AI, or related technical field.

· 6+ years of hands-on experience developing and deploying ML models in production.

· Proven track record in advanced machine learning frameworks (e.g., Tensor Flow, Py Torch).

· Demonstrated expertise in MLOps tools and best practices (CI/CD, containerization, orchestration).

· Strong Python skills, with exposure to additional languages (Scala, Java), considered a plus.

· Design and implement high-impact AI/ML models and workflows, ensuring scalability and reliability on cloud platforms such as Databricks, VertexAI, etc.

· Collaborate with cross-functional teams (Data Engineering, ML Engineering, DevOps) to create holistic MLOps pipelines, leveraging frameworks such as MLflow and Kubeflow.

· Conduct thorough reviews of ML models for performance, bias, and drift, proposing corrective actions.

· Integrate AI (including Time Series, Computer Vision, NLP, GenAI/RAG/Agentic AI) solutions into existing Honeywell products, maintaining rigorous code quality standards.

· Exposure towards Data Engineering – Data pipeline creation , Cleansing , interpolation , Data Mesh , Data lite , Know the Spark /Databricks , Basic knowledge in Scala , Python.

· Mentor junior engineers, promoting best practices in model development and deployment.

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关于Honeywell

Honeywell

Honeywell

Public

Honeywell 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

2.3

2条评价

工作生活平衡

2.5

薪酬

3.5

企业文化

2.0

职业发展

2.0

管理层

1.5

15%

推荐给朋友

优点

Good compensation potential

Competitive pay scale

缺点

Poor communication from recruiters

Inadequate safety training

Poor management response to incidents

薪资范围

901个数据点

Mid/L4

Senior/L5

Mid/L4 · Data Analyst II

2份报告

$136,600

年薪总额

基本工资

$105,077

股票

-

奖金

-

$136,600

$136,600

面试经验

3次面试

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