Machine Learning Engineer – LLM Engineering at Literati

Boston, Massachusetts, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

InsuranceIndustries

Requirements

Strong ML/NLP background with hands-on experience in LLMs
Experience in working with Python, SQL
Experience of developing and deploying services and application using AWS
Experience with conversational AI, speech-to-text, or text-to-speech systems
Post training methods for LLMs such as supervised fine tuning and preference optimization
Nice to have: PyTorch/TensorFlow
Nice to have: Working knowledge of AI frameworks (Hugging Face, LangChain, etc.)

Responsibilities

Build LLM-driven pipelines for information extraction and workflow automation in insurance
Develop multi-turn, long-context agents that work seamlessly across modalities (voice, text, email)
Fine-tune and deploy models to deliver accurate, compliant, and high-impact solutions
Work with cutting-edge speech, NLP, and multimodal AI technologies

Skills

Python

SQL

AWS

LLMs

NLP

PyTorch

TensorFlow

Hugging Face

LangChain

Speech-to-Text

Text-to-Speech

Supervised Fine-Tuning

Preference Optimization

Literati

Curated book subscription service for all ages

About Literati

Literati offers a subscription service for curated book selections aimed at both adults and children. Each month, subscribers receive a new hardcover book chosen by influential figures, known as Luminaries, from various fields such as business, sports, and the arts. This approach provides readers with enriching and inspiring content. For children, Literati features a 'try before you buy' option, allowing parents to receive a selection of expertly reviewed books to ensure quality and age-appropriateness. The company differentiates itself by combining celebrity involvement with expert curation, appealing to those seeking intellectual and inspirational reading experiences. Literati's goal is to foster a love for reading through high-quality literature while generating revenue through subscription fees and book sales.

Austin, TexasHeadquarters

2017Year Founded

$89.5MTotal Funding

SERIES_BCompany Stage

Education, Consumer GoodsIndustries

201-500Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

401(k) Company Match

Short-term Disability Insurance

Parental Leave

Flexible Work Hours

Unlimited Paid Time Off

Company Equity

Risks

Increased competition from companies like Book of the Month challenges Literati's market share.

Celebrity involvement risks brand reputation if associated figures face controversies.

Integration challenges from Follett Book Fairs acquisition may disrupt Literati's operations.

Differentiation

Literati offers curated book selections with celebrity involvement, enhancing its unique market position.

The 'try before you buy' model for children's books sets Literati apart from competitors.

Literati's platform includes exclusive content and discussions, enriching the reader's experience.

Upsides

Rising interest in personalized content boosts demand for Literati's curated book services.

AI-driven personalization can enhance Literati's book selection process, improving customer satisfaction.

Celebrity and influencer marketing trends align with Literati's Luminary-curated adult book offerings.

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