Lead ML/GenAI Engineer IRC280556
GlobalLogic is looking for a highly skilled GenAI Engineer to design, build, and deploy Large Language Model (LLM)-driven applications and intelligent agent systems. The role blends prompt engineering, pipeline design, and software development with MLOps and data engineering to deliver scalable, production-grade GenAI solutions.
Responsibilities
- Design, implement, and optimize GenAI pipelines.
- Develop prompt engineering frameworks.
- Build agentic systems using various frameworks for autonomous and/or multi-step reasoning.
- Architect and deploy GenAI APIs and services.
- Establish LLMOps practice: versioning, benchmarking, and monitoring.
- Collaborate with data engineers on ETL and knowledge ingestion pipelines.
- Implement GenAI UX layers (chat interfaces, dashboards, plugins).
- Support pre‑sales PoCs and cross‑functional demos showcasing GenAI capabilities.
Requirements
- Master’s / Ph.D. in Computer Science, Data Science, Applied Mathematics, or a related field.
- 6+ years of experience in software or ML engineering.
- 2 years in LLM / GenAI development.
- Strong Python programming skills and experience with ML/AI stacks.
- Hands‑on experience with LLM APIs (OpenAI, Anthropic, Mistral, Hugging Face).
- Experience building RAG pipelines (FAISS, Weaviate, Chroma, Milvus) and with vector embeddings.
- Familiarity with agent frameworks (LangChain, DSPy, CrewAI, LangGraph).
- Knowledge of cloud AI platforms (Vertex AI, SageMaker, Azure OpenAI) and MLOps principles.
- Practical understanding of data engineering (ETL, data cleaning, schema structuring).
- Excellent problem‑solving, analytical, communication, and teamwork skills.
Preferred
- Experience in fine‑tuning or adapting LLMs.
- Exposure to multimodal GenAI and contextual evaluation tools.
- Familiarity with GenAI UX development (Streamlit, Gradio, React‑based chat UIs).
What we offer
- Culture of caring: inclusive environment, belonging, supportive teammates and leaders.
- Learning and development: continuous learning, training curricula, Career Navigator tool, hands‑on growth opportunities.
- Interesting & meaningful work: impact for clients worldwide, cutting‑edge solutions, creative problem‑solving.
- Balance and flexibility: explore work‑life balance, flexible arrangements, support for wellbeing.
- High‑trust organization: integrity, ethics, trust as cornerstone of values.
About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward‑thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.
Job Details
- Seniority level: Not Applicable
- Employment type: Full‑time
- Job function: Engineering and Information Technology
- Industries: Software Development
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