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72 Caterpillar Inc Jobs

Senior AI Engineer

3-7 years

Chennai

1 vacancy

Senior AI Engineer

Caterpillar Inc

posted 5mon ago

Job Role Insights

Flexible timing

Job Description

The AI Engineer will perform analytical tasks and initiatives on large datasets to support data-driven business decisions and development. This role involves leveraging AI technologies to enhance business processes and outcomes.
Responsibilities
  • Developing and implementing AI models, including deep learning and neural networks, using AI libraries such as Keras, TensorFlow, and PyTorch.
  • Exploring and applying Generative AI (Gen AI) and Large Language Models (LLMs) to business problems.
  • Designing and implementing data engineering pipelines to support machine learning workflows.
  • Directing the data gathering, data mining, and data processing processes in large volumes; creating appropriate data models.
  • Conducting research on data model optimisation and algorithms to improve effectiveness and accuracy in data analyses.
  • Deploying machine learning models into production environments and ensuring their scalability and reliability.
  • Performing hands-on coding and development to build and optimise AI solutions.
  • Staying updated with the latest advancements in AI technologies and incorporating them into existing projects.
  • Collaborating with cross-functional teams to identify opportunities for AI-driven innovation and improvement.
Skill Descriptors
Machine Learning : Knowledge of principles, technologies, and algorithms of machine learning; ability to develop, implement, and deliver related systems, products, and services.
  • Completes specific tasks and initiatives utilising machine learning technologies, such as search engine optimisation.
  • Utilises specific tools and techniques to process descriptive and inferential statistics.
  • Applies specific computing languages and tools in machine learning, such as R and Python.
  • Explores the use of machine learning in ones own areas to make business improvements.
  • Conducts data mining and cleaning initiatives.
Analytical Thinking : Knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organisational problems and create alternative solutions that resolve these problems.
  • Approaches a situation or problem by defining the problem or issue and determining its significance.
  • Makes a systematic comparison of two or more alternative solutions.
  • Uses flow charts, Pareto charts, fish diagrams, etc. to disclose meaningful data patterns.
  • Identifies the major forces, events, and people impacting and impacted by the situation at hand.
  • Uses logic and intuition to make inferences about the meaning of the data and arrive at conclusions.
Programming Languages : Knowledge of basic concepts and capabilities of programming; ability to use tools, techniques, and platforms in order to write and modify programming languages.
  • Participates in the implementation and support of specialised programming languages.
  • Conducts basic reviews on writing a specific programming language within a specific platform.
  • Assists with the design and development of specialised programming languages.
  • Follows an organisations standards, policies, and guidelines for structured programming specifications.
  • Diagnoses and reports minor or routine programming language problems.
AI and Deep Learning : AI experience with deep learning, neural networks, AI libraries like Keras, TensorFlow, PyTorch, and exposure to Generative AI (Gen AI) and Large Language Models (LLMs).
  • Develops and implements deep learning models and neural networks.
  • Utilises AI libraries such as Keras, TensorFlow, and PyTorch for model development.
  • Explores and applies Generative AI and Large Language Models to solve business problems.
  • Conducts research on advanced machine learning techniques to enhance model performance and accuracy.
Preferred Languages and Tools
  • Programming Languages : Python, SQL,
  • AI Libraries : Keras, TensorFlow, PyTorch
  • Data Processing Tools : Apache Spark
  • Cloud Platforms : AWS
  • Data Visualisation Tools : Power BI
  • Version Control : Git/GitHub
Posting Dates:
September 24, 2024 - October 7, 2024
Not ready to applyJoin our Talent Community .

Employment Type: Full Time, Permanent

Functional Areas: Analytics & Business Intelligence

Read full job description

Prepare for Senior Artificial Intelligence Engineer roles with real interview advice

Top Caterpillar Inc Senior Artificial Intelligence Engineer Interview Questions

Q1. Do you support a maintenance replacement policy or a retrofitting policy? Please justify your response.
Q2. What criteria do you use to select vendors or suppliers that have similar skills, lead times, and support capabilities?
Q3. What is mean maintenance lead time, and how do you apply a problem impact matrix to eliminate chronic issues?
View all 91 questions

What people at Caterpillar Inc are saying

What Caterpillar Inc employees are saying about work life

based on 1.2k employees
74%
80%
50%
89%
Flexible timing
Monday to Friday
No travel
Day Shift
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Caterpillar Inc Benefits

Submitted by Company
Health Insurance
Defined Benefit Pension Plan
Long-term Disability Insurance
Supplemental Unemployment
Submitted by Employees
Job Training
Soft Skill Training
Health Insurance
Free Transport
Work From Home
Free Food +6 more
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Caterpillar Inc Chennai Office Locations

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Chennai Office
Caterpillar, IITM Research Park, Kangam Village, Tharamani Chennai
Tamil Nadu 600113
Chennai Office
ASCENDAS 6th and 7th Floor, International Technology Park, Taramani Road Chennai Chennai
600 113

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