Senior ML Engineer IRC273511

Description

Method is a global design and engineering consultancy founded in 1999. We believe that innovation should be meaningful, beautiful and human. We craft practical, powerful digital experiences that improve lives and transform businesses. Our teams [based in London, New York, Charlotte, Atlanta, Bengaluru, and remote] work with a wide range of organizations in many industries, including Healthcare, Financial Services, Retail, and Energy and Utilities. This is a UK or European-based position.

Method is part of GlobalLogic, a digital product engineering company. GlobalLogic integrates experience design and complex engineering to help our clients imagine what’s possible and accelerate their transition into tomorrow’s digital businesses. GlobalLogic is a Hitachi Group Company.

We believe in work/life balance. Seriously. We offer a ton of competitive perks, including:
Continuing education opportunities
Flexible PTO and work-from-home policies
Pension
Health and dental benefits
Company lunches, company outings, along with a lot of snacks
Health and wellness programs

Requirements

Strong background in building ML models.
Must have used MLflow (or a similar tool) to log parameters, metrics, and artifacts.
Experience with LLM development and prompt engineering: using frameworks like Hugging Face Transformers or similar to evaluate, and serve LLMs. A working knowledge of prompt templating, few shot prompting and exporting these models for on prem inference
Familiarity with RAG architecture.
Experience or working knowledge of 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.
Proven ability to optimize model inference for speed and cost-effectiveness,
Able to prepare and export models for on-prem inference, including packaging models and tokenizers.

Job responsibilities

Able to design models and scripts that integrate smoothly into Argo Workflows or similar ML pipelines
Design, develop, and deploy NLP models to extract structured data from clinical free-text notes
Build and fine-tune models to map procedure descriptions to CPT codes using supervised learning and/or LLMs
Develop AI-powered documentation templates using prompt engineering and text generation techniques

#LI-YV1

 

What we offer

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

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.