5 дней назад
Advanced Data Science Associate Consultant (Generative AI and Machine Learning)
140 000 - 153 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Advanced Data Science Associate Consultant (Generative AI and Machine Learning): Designing, developing, and deploying AI solutions, multi-agent workflows, fine-tuned LLMs, and RAG pipelines with an accent on generative AI application development, classical machine learning, and production deployment. Focus on architecting stateful agent systems, optimizing large-model inference, monitoring model and data drift, and solving complex business problems with cross-functional teams.
Location: South San Francisco, California, United States; hybrid work with regular work-from-home and on-site presence at client or offices.
Salary: $140,000–$153,500 per year
Company
is a management consulting and technology firm that combines data, science, technology, and human ingenuity to develop solutions and technology products for clients, including work benefiting patients, caregivers, and consumers.
What you will do
- Design, build, and deploy machine learning and generative AI models for complex business problems.
- Architect stateful multi-agent systems and workflows using frameworks such as LangGraph.
- Develop and productionize AI systems, including fine-tuned open-source LLMs, RAG pipelines, prompt-engineering solutions, and vector-database integrations.
- Lead research, experimentation, and implementation of novel generative AI techniques.
- Manage data science projects from conception and analysis through deployment and in-production monitoring.
- Collaborate with engineers, product managers, and domain experts while mentoring associate team members.
Requirements
- PhD in Computer Science, Statistics, or a related field, or a master's degree with 3–5 years of relevant post-collegiate experience.
- Hands-on experience designing, building, and deploying generative AI applications, including fine-tuning, prompt engineering, agentic systems, RAG, and vector databases.
- Strong proficiency in Python and core data science libraries such as pandas and scikit-learn.
- Experience with PyTorch or TensorFlow and classical machine learning methods such as predictive modeling, time-series analysis, and classification.
- Prior leadership experience and the ability to collaborate across technical and business functions.
- Fluency in English and availability for hybrid work in South San Francisco, with travel required for client-facing work.
Nice to have
- Experience with LangChain, LangGraph, LlamaIndex, Hugging Face, or similar agent development kits.
- Familiarity with MCP tools, model quantization, inference optimization, and efficient large-model deployment.
- Experience with AWS, GCP, Azure, and their AI/ML services.
- Track record of applying data science to complex real-world problems.
Culture & Benefits
- Cross-functional skills development and customized learning pathways.
- Milestone training programs aligned with career progression.
- Internal mobility paths supporting individual contribution and role expansion.
- Comprehensive rewards supporting health, well-being, financial security, time away, and professional development.
- Flexible hybrid work combining home-based work with on-site collaboration.
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