2 дня назад
Sr. Machine Learning Engineer (NLP)
170 000 - 240 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Machine Learning Engineer (NLP): Building and operationalizing AI/ML models and services that generate insights from structured and unstructured financial data with an accent on NLP, GenAI, LLMs, semantic search, and scalable data systems. Focus on designing production-grade models, integrating classifiers and transformers into reliable services, and solving complex challenges in model monitoring, performance, security, and responsible AI.
Location: Seattle, Washington, United States; required to work in the office 5 days a week
Annual base salary: $170,000–$240,000; target annual bonus: 10%
Company
, a Morningstar company, provides a financial data platform and develops AI-powered products that help customers discover insights from structured and unstructured data.
What you will do
- Design, build, deploy, and maintain production-grade AI/ML models and services for insight generation on the PitchBook Platform.
- Develop solutions for NLP, summarization, semantic search, classification, prediction, and generative AI.
- Build and optimize models using classifiers, transformer models, LLMs, and other NLP techniques.
- Integrate models with scalable data and AI/ML infrastructure in collaboration with engineering, product, and data collection teams.
- Contribute to model architecture, monitoring, evaluation, transparency, compliance, security, and data integrity.
- Mentor engineers, participate in code and design reviews, evaluate candidates, and support technical documentation and onboarding.
Requirements
- Bachelor’s degree in Computer Science, Mathematics, Data Science, or a related field.
- 6+ years of software engineering or machine learning engineering experience focused on AI/ML applications.
- Must be authorized to work in the United States without visa sponsorship now or in the future.
- Hands-on experience with NLP, classifiers, transformer models, LLMs, and production machine learning systems.
- Strong programming skills in Python and SQL, with experience using machine learning and data science libraries.
- Experience with scalable data pipelines, distributed systems, cloud-native development, Docker, and Kubernetes.
Nice to have
- Experience with LangChain, LangSmith, and LangGraph in production environments.
- Experience with Apache Kafka, Airflow, Snowflake, Java, or Scala.
- Production GenAI or LLM system experience with measurable business impact.
- Fintech or financial data platform experience.
- Research papers published at peer-reviewed AI/ML conferences or participation in the AI research community.
Culture & Benefits
- In-person collaboration in a standard office setting with limited corporate travel.
- Health, dental, vision, disability, accidental death and dismemberment, and life insurance benefits.
- Paid vacation, sick, volunteer, family, and paternity leave, plus a paid sabbatical after four years.
- Annual education stipend, tuition reimbursement opportunities, CFA exam stipend, and professional training programs.
- 401(k) matching, employee stock ownership, transportation stipend, emergency childcare support, and employee resource groups.
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