Senior Data Scientist, GenAI 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

InsuranceIndustries

Requirements

7+ years of experience in a data science role, preferably in NLP, working in an agile production orientated environment
Expert-level understanding and practical experience (5+ years) with open-source Large Language Models (Llama2/3, Mixtral etc.), e.g., prompt engineering, inference, and fine-tuning
3+ years of experience with building Generative AI Solutions (Prompt engineering, designing and building RAG frameworks, validation pipelines, observability and monitoring solutions)
PhD or master’s in data sciences or master’s in computer science
Ability to work in a fast paced high stakes environment
Ability to effectively communicate and collaborate within and across teams
Ability to act in a managerial as well as hands on experience
Highly technical and hands on leader
Preference for work experience on the Palantir platform or demonstration of certification

Responsibilities

Development and successful delivery of data science and generative AI solutions in accordance with the business requirements
Monitor solutions in production
Collaborate with cross functional teams that comprise product managers, engineers and business leaders
Build evaluation frameworks to measure LLMs efficacy, ground truth dataset quality, and guide product development roadmap
Lead and grow a talented team of data scientists

Skills

Key technologies and capabilities for this role

Generative AILarge Language ModelsLLMsLlama2Llama3MixtralPrompt EngineeringInferenceFine-tuningNLPMachine LearningData Science

Questions & Answers

Common questions about this position

What experience level is required for this Senior Data Scientist role?

Candidates need 7+ years of experience in a data science role, preferably in NLP, in an agile production-oriented environment, plus 5+ years with open-source Large Language Models and 3+ years building Generative AI solutions.

Is this position remote or office-based?

The role requires team members to be primarily in the office to support in-person collaboration, which is a vital part of AIG's culture.

What is the salary or compensation for this position?

This information is not specified in the job description.

What does AIG's company culture emphasize?

AIG values in-person collaboration as a vital part of its culture to work together effectively and create a supportive, connected environment.

What makes a candidate stand out for this role?

Preference is given to candidates with work experience on the Palantir platform or who can demonstrate certification, along with a PhD or master’s in data science or computer science.

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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