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ML Staff Engineer

ML Staff Engineer to design, develop, and deploy AI applications.
Method, a GlobalLogic company
Remote
Hybrid
On-Site
United States
USD 160,000 - 190,000
Job Description
Method, a global design and engineering consultancy, is seeking a highly experienced ML Staff Engineer to join their Data & AI team. The ideal candidate will design, develop, and deploy AI applications incorporating sophisticated AI agents capable of complex reasoning, planning, and autonomous action. This role requires hands-on expertise in Python and the ability to architect agentic workflows and integrate complex ETL pipelines.He/She will tackle ambiguous problems, provide technical leadership across front-end, back-end, and AI components, and help shape the technical direction for Method's agentic AI initiatives. This is a unique opportunity to apply full-stack expertise to the forefront of AI development. Travel for team and client meetings is required, typically up to 15%.
  • Develop and manage AI-based data pipelines.
  • Work with foundation models and unstructured data.
  • Optimize AI model inference for speed and cost-effectiveness.
  • Evaluate AI models, ensuring appropriate tone and content.
  • Apply prompt engineering techniques to guide AI models.
  • Develop AI-powered interfaces.
Requirements:
  • Experience in data engineering (Pandas, NumPy, Sklearn).
  • DataBase interfacing: SQLAlchemy, Alembic.
  • Vector DBs: one of ChromaDB, Weaviate, Pinecone.
  • Familiarity with foundation models and handling unstructured data.
  • Experience with at least two of LangChain, LangSmith, llamaindex, OpenAI apis, Ollama, HuggingFace Transformers, CrewAI.
  • Understanding of data preprocessing techniques.
  • Proven ability to optimize model inference.
  • Experience in evaluating AI applications.
  • Skill in evaluating open-ended, non-deterministic AI models.
  • Proficiency in prompt engineering and context construction.
  • Experience developing AI-powered interfaces (Flask, Jinja, FastAPI, Streamlit).
  • Knowledge of various AI-related technologies and tools.
Method offers:
  • Continuing education opportunities
  • Flexible PTO and work-from-home policies
  • 401K matching
  • Health, Dental and Vision benefits, starting on day 1
  • Company lunches, company outings, along with a lot of snacks
  • Health and wellness programs
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Method, a GlobalLogic company

Method, a GlobalLogic company, is a global design and engineering consultancy specializing in crafting impactful digital experiences. Founded in 1999, Method collaborates with organizations across diverse sectors like Healthcare, Financial Services, and Automotive, integrating experience design with complex engineering. As part of GlobalLogic and the Hitachi Group, Method aids clients in envisioning future possibilities and accelerating their digital transformation. With a focus on innovation, Method emphasizes meaningful, beautiful, and human-centered solutions.

All Jobs at Method, a GlobalLogic company (5)