- Страна
- США
- Зарплата
- 132 000 $ – 190 000 $
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на вакансии с ИИ
AI/ML Software Engineer
Оценка ИИОтличная вакансия в стабильной компании с четким фокусом на современные технологии (GenAI). Предлагается конкурентная зарплата, расширенный пакет льгот и возможность работать над продуктом с многомиллионной аудиторией.
Сложность вакансии
Оценка ИИВысокая сложность обусловлена требованием опыта работы от 5 лет и глубоких знаний в области Generative AI (RAG, LoRA, RLHF). Процесс отбора включает множество этапов, включая технические оценки и панельные интервью.
Анализ зарплаты
Оценка ИИПредлагаемая зарплата ($132k - $190k) полностью соответствует рыночным стандартам США для опытных AI-инженеров. Верхняя планка в $190k для Сан-Франциско является конкурентной, хотя в топовых технологических гигантах (Big Tech) уровни могут быть выше за счет акций.
Сопроводительное письмо
I am writing to express my strong interest in the AI/ML Software Engineer position at Rocket Lawyer. With over five years of experience in developing and deploying machine learning models, I am particularly excited about the opportunity to contribute to Rocket Copilot and help scale AI-driven legal services. My background in fine-tuning models and implementing RAG architectures aligns perfectly with your mission to make legal services affordable and accessible.
In my previous roles, I have successfully built and maintained backend API services that bridge the gap between complex ML models and user-facing applications. I am proficient in Python, PyTorch, and Scikit-Learn, and I have a proven track record of working within agile, cross-functional teams to deliver high-quality software. I am eager to bring my expertise in generative AI and my passion for clean, understandable code to the Rocket Lawyer team.
Составьте идеальное письмо к вакансии с ИИ-агентом
Откликнитесь в rocketlawyer уже сейчас
Присоединяйтесь к команде Rocket Lawyer и создавайте будущее юридических технологий с помощью генеративного ИИ!
Описание вакансии
About Rocket Lawyer
We believe everyone deserves access to affordable and simple legal services. Founded in 2008, Rocket Lawyer is the largest and most widely used online legal service platform in the world. With offices in North America, South America, and Europe, Rocket Lawyer has helped over 30 million people create over 50 million legal documents, and get their legal questions answered.
We are in a unique position to enhance and expand the Rocket Lawyer platform to a scale never seen before in the company’s history, to capture audiences worldwide. We are expanding our team to take on this challenge!
About your role
Rocket Lawyer is seeking an experienced, passionate AI/ML software engineer for Rocket Copilot, our new AI assistant launched in December 2023. In this role, you will help our team deeply embed AI features across our platform. You will work in an agile, cross-functional team, working with multiple product teams as we build out AI features across Rocket Lawyer. You will design, implement, test, release and maintain new AI features, working closely with product managers, UX designers, data engineers, QA engineers, and others.
We value a fun, collaborative, team-oriented work environment, where we celebrate our accomplishments.
How you will make a difference day to day
- Build, train, fine-tune, deploy and maintain ML models for AI features
- Create, monitor and troubleshoot backend API services to allow Rocket Lawyer product frontends to interact with ML models
- Work closely with multiple product teams and cross-functional teammates to quickly integrate AI into existing and new Rocket Lawyer products
- Keep up-to-date with industry trends around generative AI and machine learning
- Rapidly prototype product features to explore new AI capabilities, while writing clean, understandable code
What you’ll need
- 5+ years of Experience writing ML code for launched products
- Understanding of the state of the art in generative AI, including RAG, LoRA, RLHF and others
- Experience creating data sets from proprietary anonymized data, and using them to train and fine-tune ML models
- Experience with machine learning frameworks like TensorFlow, PyTorch and Scikit-Learn
- Strong programming skills in Python and SQL
- BS, MS, or PhD in Computer Science, Mathematics, Statistics, or other quantitative fields, or related work experience
Benefits & Perks
- Comprehensive health plans (including Medical, Dental and Vision insurance for full-time employees)
- Unlimited PTO
- Competitive salary packages
- Life insurance
- Disability benefits
- Supplemental Optional Life Insurance Benefits
- FSA Options Optional
- HSA with Company Match
- 401k program with Company Match
- Fertility Assistance and Planning options
- Wellhub & ClassPass fitness platforms
- Comprehensive Pet Insurance options
- Financial Wellbeing & Student Loan Program access
- Access to additional Mental Health & Wellbeing resources
- Pre-tax Commuter/Transit Benefits
- Free Rocket Lawyer account with online access to an extensive legal documents library and brilliant licensed attorneys at discounted rates
Interview Process:
- Recruiter Phone Screen
- Role Assessment(s)
- Hiring Manager Interview
- Panel Interviews
- Final Interview
Rocket Lawyer is proudly committed to recruiting and retaining a diverse and inclusive workforce. As an Equal Opportunity Employer, we never discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, military or veteran status, status as an individual with a disability, or other applicable legally protected characteristics. We particularly welcome applications from veterans and military spouses.
All your information will be kept confidential according to EEO guidelines.
You may request reasonable accommodations by sending an email tohr@rocketlawyer.com.
Compensation
Base salary range by location:
- SF Bay Area: $165,000 - $190,000
- California: $155,000 - $180,000
- Colorado: $140,000 - $165,000
- Arizona/Utah/North Carolina: $132,000 - $155,000
Actual compensation packages are determined by various factors unique to each candidate, including but not limited to skill set, depth of experience, certifications, specific work location, and performance during the interview process. In addition to base salary, this role may include variable compensation and be eligible for an equity grant, depending on the position and level.
Base salary range:
$132,000—$190,000 USD
By applying for this position, your data will be processed as per Rocket Lawyer Privacy Policy.
Создайте идеальное резюме с помощью ИИ-агента
Навыки
- Python
- SQL
- Machine Learning
- Generative AI
- RAG
- LoRA
- RLHF
- TensorFlow
- PyTorch
- Scikit-learn
- API Development
- Backend Development
Возможные вопросы на собеседовании
Вакансия сфокусирована на Rocket Copilot, где RAG является ключевой технологией.
Расскажите о вашем опыте внедрения архитектуры RAG: с какими основными проблемами вы сталкивались при работе с контекстным окном и качеством извлечения данных?
В описании указано требование по созданию датасетов из проприетарных данных.
Как вы подходите к процессу анонимизации и подготовки данных для дообучения (fine-tuning) моделей в юридической сфере, где конфиденциальность критична?
Роль предполагает не только создание моделей, но и их интеграцию в бэкенд.
Опишите ваш опыт проектирования масштабируемых API для ML-сервисов. Как вы обеспечиваете низкую задержку (latency) при работе с LLM?
Упоминаются методы оптимизации моделей.
В каких случаях вы бы предпочли использование LoRA вместо полного дообучения модели, и как это влияет на потребление ресурсов?
Позиция требует работы в кросс-функциональной команде.
Приведите пример, когда вам приходилось быстро прототипировать ИИ-функцию на основе отзывов от UX-дизайнеров или менеджеров продукта. Как вы балансируете между скоростью и качеством кода?
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- Страна
- США
- Зарплата
- 132 000 $ – 190 000 $