GenAI Subject Matter Expert (SME)
BarbaricumSalary not specified
Full Time
Junior (1 to 2 years)
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
TechnologyIndustries
Requirements
- Working Knowledge of Business Statistics (explains basic decision processes, works with basic statistical functions, explains common errors, describes sample characteristics, generates/interprets basic data)
- Extensive Experience in Accuracy and Attention to Detail (evaluates best practices, processes large detailed information accurately, balances speed/accuracy, motivates for accuracy, uses cross-checking, expertise in QA tools)
- Working Knowledge of Analytical Thinking (defines problems, compares solutions, uses charts for patterns, identifies impacts, uses logic/intuition for conclusions)
- Working Knowledge of Machine Learning (completes tasks using ML technologies like search engine optimization, utilizes tools/techniques for descriptive/inferential processing)
Responsibilities
- Directing data gathering, data mining, and data processing on huge volumes; creating appropriate data models
- Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis, and machine learning techniques
- Leading definition of requirements and scope for data analyses; presenting/reporting business insights to management using data visualization technologies
- Conducting research on data model optimization and algorithms to improve effectiveness and accuracy of data analyses
- Define and execute Gen AI Strategy aligning with business requirements and driving the governance framework
- Identify and prioritize high impact Gen AI use cases
- Lead the fine tuning and grounding of Gen AI Models to tailor them to different use cases
- Build high performing teams constituting Data scientists and prompt engineers
Skills
Data Mining
Data Processing
Data Modeling
Natural Language Processing
Text Analysis
Machine Learning
Data Visualization
Generative AI
Prompt Engineering
Model Fine-tuning
Business Statistics
Caterpillar Inc.
Manufactures heavy machinery for various industries
About Caterpillar Inc.
Caterpillar Inc. designs and manufactures heavy machinery and equipment for industries such as construction, mining, energy, and rail. Their products include a wide range of machinery and engines that help clients complete large-scale projects. Caterpillar's equipment works by providing powerful tools that can perform tasks like digging, lifting, and transporting materials. What sets Caterpillar apart from its competitors is its strong aftermarket support, which includes maintenance and repair services, ensuring that their machinery remains efficient and reliable over time. The company's goal is to deliver high-quality products while also focusing on sustainability and community development through initiatives that improve education and reduce poverty.
Irving, TexasHeadquarters
1925Year Founded
$143.5KTotal Funding
IPOCompany Stage
Industrial & Manufacturing, Social Impact, AI & Machine LearningIndustries
10,001+Employees
Benefits
Annual incentive bonus plan
Medical, dental, and vision coverage
Paid time off plan (Vacation, Holiday, Volunteer, Etc.)
401k savings plan
Health savings account (HSA)
Flexible spending accounts (FSAs)
Disability benefits
Life Insurance
Parental leave
Healthy Lifestyle Programs
Employee Assistance Programs
Voluntary Benefits and Employee Discounts
Tuition Reimbursement
Career Development
Risks
Closure of Aurora office may impact regional economy and Caterpillar's reputation.
Partnership with Anti Social Social Club could dilute Caterpillar's industrial brand focus.
Advanced technology in Cat D8 dozer may face resistance from traditional customers.
Differentiation
Caterpillar's century-long history underscores its reliability and industry leadership.
The company integrates AI and IoT to enhance machinery performance and customer satisfaction.
Caterpillar's strong aftermarket services ensure product longevity and operational efficiency.
Upsides
Growing demand for autonomous equipment boosts Caterpillar's innovation in heavy machinery.
Expansion of 5G networks enhances Caterpillar's remote operation capabilities, improving safety.
Caterpillar's commitment to sustainability aligns with the global shift towards eco-friendly practices.
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