This position supports the application of data, analytics, automation, and responsible AI to advance Kia's business operations. This role focuses on using data and machine learning to answer complex ...
This position supports the application of data, analytics, automation, and responsible AI to advance Kia's business operations. This role focuses on using data and machine learning to answer complex ...
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Ai Data Analytics information
See Riverside, CA salary details
$25.58 - $32.21
10% of jobs
$32.21 - $38.85
6% of jobs
$38.85 - $45.48
7% of jobs
$46.25 is the 25th percentile. Wages below this are outliers.
$45.48 - $52.12
14% of jobs
The median wage is $55.58 / hr.
$52.12 - $58.75
24% of jobs
$63.36 is the 75th percentile. Wages above this are outliers.
$58.75 - $65.39
19% of jobs
$65.39 - $72.02
11% of jobs
$72.02 - $78.66
3% of jobs
$78.66 - $85.29
2% of jobs
$85.29 - $91.92
2% of jobs
$91.92 - $98.56
1% of jobs
$25
$57
$98
How much do ai data analytics jobs pay per hour?
What is a $900000 AI job?
Which 3 jobs will survive AI?
What is the difference between Ai Data Analytics vs Data Scientist?
| Aspect | Ai Data Analytics | Data Scientist |
|---|---|---|
| Required Credentials | Bachelor's in Data Science, Computer Science, or related fields; certifications in AI and data analytics | Bachelor's or higher in Data Science, Statistics, Computer Science; advanced degrees preferred |
| Work Environment | Tech companies, finance, healthcare; focus on AI-driven data analysis | Research labs, tech firms, finance; focus on data modeling and insights |
| Employer & Industry Usage | Used in industries leveraging AI for predictive analytics and automation | Used across industries for data modeling, predictive analytics, and research |
Ai Data Analytics professionals focus on applying AI techniques to analyze data and develop automated solutions, while Data Scientists build models and interpret data to generate insights. Both roles require strong analytical skills and familiarity with data tools, but Ai Data Analytics emphasizes AI implementation, whereas Data Scientists focus on statistical modeling and research.
How does an AI Data Analytics professional typically collaborate with cross-functional teams within an organization?
What is the salary of an AI data analyst?
What are the key skills and qualifications needed to thrive as an AI Data Analyst, and why are they important?
What is AI Data Analytics?
What does an AI data analyst do?
Full-time
Medical, Dental, Vision, Retirement, PTO
Posted 15 days ago
Job description
Kia provides team members with competitive benefits including premium paid medical, dental and vision coverage for you and your dependents, 401(k) plan matching of 100% up to 6% of the salary deferral, and paid time off. Kia also offers company lease and purchase programs, company-wide holiday shutdown, paid volunteer hours, and premium lifestyle amenities at our corporate campus in Irvine, California.
Status
Exempt
General Summary
The Data Scientist plays an important role in executing data analysis for Kia North America's regional subsidiaries (KUS/KCA/KaGA/KMX). Kia's Big Data Analysis team leverages vast and diverse datasets to drive business improvements and insights. The role requires expertise in statistics, machine learning, and computer science to utilize high-performance compute clusters and perform reproducible analyses at scale. This position supports the application of data, analytics, automation, and responsible AI to advance Kia's business operations.
This role focuses on using data and machine learning to answer complex business questions, build analytical and predictive models, and translate results into clear insights and recommendations for stakeholders. The role goes beyond reporting by framing problems, designing analyses, and influencing decisions.
Essential Duties and Responsibilities
1st Priority - 30%
Business Problem Framing, Data Wrangling & Analysis
- Assess the accuracy of new data sources
- Understand business processes and decision frameworks, and translate them into data-driven metrics and KPIs.
- Preprocess structured and unstructured data
- Analyze large amounts of data to discover trends and patterns
- Build prediction and classification models
- Coordinate with different functional teams for feature engineering
- Partner with business stakeholders to frame problems, define success metrics, and translate business questions into analytical approaches
2nd Priority - 30%
Insight Generation, Visualization & Model Improvement
- Test and continuously improve the accuracy of statistical and machine learning models
- Present insights in a way that clearly ties analysis to business decisions and actions
- Frame and communicate complex analyses in business-relevant terms that non-technical stakeholders can understand and act on
- Continuously monitor and validate production analysis results
3rd Priority - 20%
Collaborate with IT Team to deploy analysis results
- Build REST APIs for data and analysis result consumption
- Assist the IT system developers to deploy analysis as a service
4th Priority - 20%
Clear documentation, source code management, and reproducible analysis
- Use git within GitLab
- Create virtual environments to isolate project dependencies and requirements
- Track model performance and hyperparameter configurations
- Track data versioning
This list of essential responsibilities and duties is not exhaustive and may be supplemented and changed as necessary by management.
Qualifications/Education
Education:
- Bachelor's degree in a quantitative field required (e.g., Data Science, Statistics, Computer Science, Engineering, Economics, Mathematics, Business Analytics, or related field)
- Master's degree in a quantitative field preferred
Job Requirement
- 3+ years of experience in data science preferred.
- Strong data analysis and statistical foundations required.
- Proficiency in Python and SQL required.
- Familiarity with applied machine learning concepts required.
- Strong business acumen and ability to coordinate between technical teams and non-technical business stakeholders.
- Experience querying databases and using programming languages such as Python and SQL
- Experience using statistics and machine learning algorithms
- Experience with big data processing frameworks such as Spark (e.g., PySpark); experience with Hadoop ecosystem or cloud platforms (e.g., Databricks, AWS) preferred
- Experience publishing results to stakeholders through dashboards (e.g. Power BI, MicroStrategy, Tableau)
Specialized Skills and Knowledge Required
- Proficiency in Python and SQL
- Knowledge of a variety of machine learning techniques, deep learning a plus
- Knowledge of advanced statistical techniques
- Experience with common Python libraries for data analysis such as Pandas and NumPy
- Experience with visualization libraries such as Matplotlib, Seaborn, Plotly, Bokeh and plotnine
- Experience developing and evaluating statistical and machine learning models using libraries such as statsmodels and scikit-learn
- Experience with big data processing tools such as Spark (e.g., PySpark); experience with Hadoop ecosystem or cloud platforms preferred
- Experience with deep learning frameworks such as PyTorch and TensorFlow preferred
- Strong data-driven problem-solving skills
- Excellent written and verbal communication skills to coordinate across teams
Competencies
- Care for People
- Chase Excellence Every Day
- Dare to Push Boundaries
- Empower People to Act
- Move Further Together
Pay Range
$89,936 - $121,409
Pay will be based on several variables that are unique to each candidate, including but not limited to, job-related skills, experience, relevant education or training, etc.
Equal Employment Opportunities
KUS provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, ancestry, national origin, sex, including pregnancy and childbirth and related medical conditions, gender, gender identity, gender expression, age, legally protected physical disability or mental disability, legally protected medical condition, marital status, sexual orientation, family care or medical leave status, protected veteran or military status, genetic information or any other characteristic protected by applicable law. KUS complies with applicable law governing non-discrimination in employment in every location in which KUS has offices. The KUS EEO policy applies to all areas of employment, including recruitment, hiring, training, promotion, compensation, benefits, discipline, termination and all other privileges, terms and conditions of employment.
Disclaimer: The above information on this job description has been designed to indicate the general nature and level of work performed by employees within this classification and for this position. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities, and qualifications required of employees assigned to this job.
About Kia America
Sourced by ZipRecruiter
Industry
Motor vehicle manufacturing
Company size
501 - 1,000 Employees
Headquarters location
Irvine, CA, US
Year founded
1994