Software Data Engineer - Generative AI at AIG

Atlanta, Georgia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Insurance, Financial ServicesIndustries

Requirements

Minimum of 4 years of professional software development experience
Strong proficiency in Python, with ability to write clean, efficient, and well-documented Python and TypeScript code
Hands-on experience with Apache Spark and PySpark for large-scale data processing
Experience designing, developing, and implementing data processing pipelines using Python and Spark
Experience with testing frameworks (pytest, unittest)
Proficiency in cloud-native platforms and tools, including Hadoop, HDFS, Spark, Kubernetes, and ElasticSearch
Experience with containerization technologies (Docker) and orchestration tools (Kubernetes, Docker Compose) to enable parallel executions of tasks
Strong background in deploying and maintaining AI/ML models, with hands-on experience using platforms like Palantir Foundry, Snowflake, and AWS SageMaker
Experience building and maintaining scalable and reliable APIs to expose data and functionalities to other services and applications
Experience identifying and implementing performance optimizations

Responsibilities

Lead the design, development, and operationalization of cutting-edge cloud-native big data solutions that enable innovative AI models and analytics
Collaborate across teams to deliver data solutions that drive business insights and value, ensuring scalability and sustainability
Collaborate with stakeholders to identify and deliver innovative data solutions that meet the evolving needs of the business
Build and maintain cloud-native big data solutions, advanced analytics products, and GenAI models
Partner with data architects and senior engineers to implement best practices, ensuring sustainable and scalable technical designs
Work closely with analytics, application development, and data science teams to foster collaboration and drive innovation
Deliver on-time, high-quality results on fast-paced schedules while maintaining rigorous standards for development and code management

Skills

Key technologies and capabilities for this role

Generative AIData EngineeringBig DataCloud NativeAI ModelsAnalyticsScalable Data Solutions

Questions & Answers

Common questions about this position

What is the salary for this Software Data Engineer position?

This information is not specified in the job description.

Is this role remote or does it require office work?

This information is not specified in the job description.

What skills are required for this Data Engineer role?

Success requires the ability to design, develop, and implement cloud-native big data solutions, advanced analytics products, and GenAI models, along with partnering with data architects and senior engineers to implement best practices.

What is the company culture like at AIG for this team?

The role involves working alongside talented colleagues in a brand-new, innovative Generative AI team, fostering collaboration across analytics, application development, and data science teams to drive innovation and transform risk management.

What makes a strong candidate for this position?

Strong candidates can lead the design, development, and operationalization of cloud-native big data solutions for AI models, collaborate across teams to deliver scalable data solutions, and deliver high-quality results on fast-paced schedules.

AIG

Global insurance provider for individuals and businesses

About AIG

AIG provides a variety of insurance products and services aimed at individuals, families, and businesses. Their offerings include life insurance, retirement planning, and commercial insurance, which help clients manage risk and protect their assets. AIG operates by underwriting insurance policies and managing risk, while also investing the premiums collected to generate income. This company stands out from competitors by not only focusing on traditional insurance but also emphasizing cybersecurity and data protection to keep clients' information safe. AIG's goal is to help clients achieve financial security and peace of mind through comprehensive insurance solutions.

New York City, New YorkHeadquarters

1919Year Founded

IPOCompany Stage

Cybersecurity, Financial ServicesIndustries

10,001+Employees

Benefits

Health, dental, & vision coverage

Flexible Spending Accounts (FSA)

401(k)

PTO

Commuter Expense Reimbursement Account

Risks

Sale of personal travel business may reduce AIG's market presence in travel insurance.

Expansion in Atlanta could pose financial risks if expected growth does not materialize.

Deconsolidation of Corebridge Financial might lead to loss of synergies and increased costs.

Differentiation

AIG offers a wide range of insurance products globally, serving diverse client needs.

Corebridge Financial, a subsidiary, enhances AIG's offerings in retirement planning and financial futures.

AIG emphasizes cybersecurity and data protection, ensuring clients' information remains secure.

Upsides

AI adoption in underwriting and claims processing enhances efficiency and reduces costs for AIG.

InsurTech partnerships offer AIG opportunities to enhance digital capabilities and drive innovation.

Telematics and usage-based insurance allow AIG to offer personalized and flexible products.

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