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求人Johnson Controls

Sr Data Scientist

Johnson Controls

Sr Data Scientist

Johnson Controls

San Pedro Garza Garcia-Nuevo Leon-Mexico

·

On-site

·

Full-time

·

1mo ago

福利厚生

Healthcare

Learning

必須スキル

Python

Machine Learning

PyTorch

TensorFlow

scikit-learn

Time Series Analysis

Deep Learning

Johnson Controls is a global leader in smart, healthy, and sustainable buildings. With operations in over 150 countries, we are committed to driving innovation and excellence in building technologies and integrated solutions. Our people are at the heart of our success, and we are passionate about attracting and developing top talent across the globe. We are looking for a Sr Data Scientist.

What will you do?

Johnson Controls is seeking a Senior Data Scientist to join our Data Strategy & Intelligence team. The successful candidate will leverage their expertise in machine learning, Generative AI, and time series analysis to develop and deploy robust data solutions that optimize building operations and enhance user experience.

How will you do it?

  • Develop and maintain AI algorithms and capabilities within digital products leveraging data from commercial buildings.

  • Optimize building energy consumption, occupancy levels, and reduce CO2 emissions.

  • Generate actionable insights to improve building operations.

  • Translate complex data into direct recommendations for various stakeholders.

  • Collaborate with product managers and cross-functional teams to integrate AI capabilities into existing products.

  • Research and implement state-of-the-art techniques in Generative AI solutions.

  • Design and develop ML and time series prediction solutions addressing complex business requirements.

  • Write high-quality Python code to develop scalable and production-ready ML models.

  • Develop and maintain AI model integration pipelines and ensure optimal performance through testing.

What are we looking for?

  • Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a related field.

  • 7+ years of experience in developing and deploying machine learning models.

  • Expertise in Python and familiarity with ML libraries such as Py Torch, Tensor Flow, and scikit-learn.

  • Strong understanding of machine learning algorithms including regression, classification, clustering, deep learning, and time-series prediction.

  • Experience with Large Language Models (LLM) and advanced prompt engineering techniques.

  • Excellent communication skills and the ability to collaborate with cross-functional teams.

What do we offer?

  • Comprehensive benefits package.

  • Opportunities for professional growth and development.

  • Supportive and inclusive work environment.

  • Commitment to work-life balance and employee well-being.

  • Engagement in meaningful projects that make a difference.

Johnson Controls does not request pregnancy or HIV testing as a condition for hiring, continued employment, or promotion, in accordance with its commitment to labor equality and non-discrimination.

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Johnson Controlsについて

Johnson Controls

Johnson Controls International plc is an American-Irish multinational conglomerate headquartered in Cork, Ireland, that produces fire, HVAC, and security equipment for buildings. As of mid-2019, it employed 105,000 people in around 2,000 locations across six continents.

10,001+

従業員数

Cork

本社所在地

レビュー

4.0

10件のレビュー

ワークライフバランス

3.2

報酬

3.8

企業文化

4.1

キャリア

3.4

経営陣

3.1

72%

友人に勧める

良い点

Good benefits and compensation

Supportive team culture and friendly coworkers

Flexible work arrangements and remote options

改善点

Work-life balance challenges and heavy workload

Management responsiveness issues

Limited career advancement opportunities

給与レンジ

271件のデータ

Junior/L3

Senior/L5

Junior/L3 · Data Scientist

0件のレポート

$128,000

年収総額

基本給

$128,000

ストック

-

ボーナス

-

$108,800

$147,200

面接体験

2件の面接

難易度

2.5

/ 5

期間

14-28週間

内定率

50%

体験

ポジティブ 50%

普通 50%

ネガティブ 0%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Hiring Manager Interview

4

Technical Interview

5

Offer

よくある質問

Technical Knowledge

Behavioral/STAR

Past Experience

Problem Solving

Industry Knowledge