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Data Engineering Senior Manager, Generative AI

  • Job
    Full-time
    Expert / Leadership (9+ years)
  • Atlanta
  • Quick Apply

AI generated summary

  • You must have extensive experience in data engineering, strong leadership skills, and expertise in generative AI technologies to drive innovative data solutions.
  • You will lead data engineering teams, oversee generative AI projects, ensure data quality, collaborate across departments, and drive innovative solutions to enhance data utilization and analytics.

Requirements

  • Experience:
  • 12+ years in technology / programming / application delivery
  • 8+ years in financial services or insurance industry
  • 5+ years in managerial / leadership experience
  • Skills:
  • Master’s degree computer science, software engineering or equivalent demonstration of advanced technical abilities
  • Experience with NLP / NLU / Generative AI technologies and methodologies
  • Excellent programming proficiency in PySpark, R, Spark SQL, Java, JavaScript, and TypeScript
  • Experience with Hadoop, HDFS, Spark, Kubernetes, and ElasticSearch
  • Experience deploying, maintaining, and monitoring inference models
  • Experience with Palantir Foundry, Snowflake, AWS SageMaker or others with AI/ML and cognitive services from a cloud provider
  • Experience with code versioning processes
  • Excellent written and verbal communication
  • Ability to travel as needed.

Responsibilities

  • Collaborate with stakeholders to understand needs and find innovative data solutions
  • Deliver and provide ongoing maintenance of solutions that continually deliver business value
  • Work closely with data architects and senior engineers to implement sustainable best practices and technical design
  • Work with analytics, application development and data science teams
  • Implement rigorous standards and documentation for software development and code management, and design requirements that provide quality work on fast paced schedules
  • Manage and prioritize project timelines and deliverables, work with external dependencies, and communicate with stakeholders
  • Share knowledge and best practice across the enterprise
  • Collaborate with external and internal data engineering teams

FAQs

What is the primary focus of the Data Engineering Senior Manager, Generative AI role at AIG?

The primary focus is to drive best-in-class model engineering and operationalization by designing, building, and maintaining cloud-native big data solutions, leveraging generative AI technologies to create impactful data solutions.

How many years of experience in the technology field are required for this position?

A minimum of 12 years in technology, programming, or application delivery is required for this position.

Is prior experience in financial services or insurance necessary?

Yes, candidates should have at least 8 years of experience in the financial services or insurance industry.

What level of managerial experience is preferred for the role?

Candidates should have at least 5 years of managerial or leadership experience.

What educational qualifications are needed for this job?

A Master’s degree in computer science, software engineering, or a related field, along with advanced technical abilities, is required.

Which programming languages should candidates be proficient in?

Candidates should have excellent programming proficiency in PySpark, R, Spark SQL, Java, JavaScript, and TypeScript.

What technologies related to generative AI should candidates be familiar with?

Candidates should have experience with Natural Language Processing (NLP), Natural Language Understanding (NLU), and Generative AI technologies and methodologies.

Is travel required for this position?

Yes, candidates should be able to travel as needed, with an estimated travel percentage of up to 25%.

What are the goals of the Analytics Innovation team at AIG?

The goals of the Analytics Innovation team are to extract insights from data to enable better decision-making, enhance customer service and experiences, and drive business growth.

Does AIG provide benefits to support employee health and well-being?

Yes, AIG offers a comprehensive benefits package focused on health, well-being, financial security, and professional development as part of their Total Rewards Program.

What is AIG's stance on diversity and inclusion?

AIG is committed to fostering a culture of inclusion and belonging, celebrating diverse talents, backgrounds, and perspectives, and aims to create an environment that respects and values each individual.

Finance
Industry
10,001+
Employees
1919
Founded Year

Mission & Purpose

American International Group, Inc. (AIG) is a leading global insurance organization. AIG member companies offer insurance solutions that help businesses and individuals in approximately 70 countries and jurisdictions protect their assets and manage risks. AIG common stock is listed on the New York Stock Exchange. AIG is the marketing name for the worldwide property-casualty and general insurance operations of American International Group, Inc. All products and services are written or provided by subsidiaries or affiliates of American International Group, Inc. Products or services may not be available in all countries and jurisdictions, and coverage is subject to underwriting requirements and actual policy language. Non-insurance products and services may be provided by independent third parties. Certain property-casualty coverages may be provided by a surplus lines insurer. Surplus lines insurers do not generally participate in state guaranty funds, and insureds are therefore not protected by such funds.

Benefits

  • Physical and Mental Health benefits

  • Market-aligned base pay

  • Equitable incentive compensation

  • Life and disability insurance options

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