We are seeking a skilled staff ml engineer to join our team in developing cutting-edge applications leveraging large language models (llms) and advanced natural language processing (nlp) techniques.
this role requires expertise in prompt engineering, transformer models, vector search, and document understanding to create scalable, innovative solutions for various real-world problems.
essential functionsdesign, develop, and deploy applications powered by llms, focusing on nlp tasks such as classification, ner, summarization, sentiment analysis, and question answering.utilize best practices in prompt engineering and fine-tune llms for specific use cases.implement and optimize vector search methods, including performance tuning and integrating popular vector search engines.develop applications using frameworks such as langchain, llamaindex, and dspy, employing rag (retrieval-augmented generation) and agentic design patterns.apply advanced document understanding and chunking techniques to parse and process complex documents for effective information retrieval.collaborate on multi-modal ai solutions using vision-language models for tasks like image generation, visual question answering, and multi-modal search.design scalable architecture patterns for llm-based systems, including chatbots, text-to-sql, and document understanding applications.evaluate the performance of llm-based systems using appropriate metrics and implement strategies to mitigate challenges and risks in generative ai development.ensure adherence to responsible ai principles and human-ai interaction design best practices.stay updated with the latest advancements in generative ai to drive innovation and enhance existing systems.qualificationsprogramming languages: proficiency in python for ai/ml development.nlp expertise: understanding of nlp tasks, tokenization, attention mechanisms, and embeddings (word and sentence).frameworks and libraries: experience with langchain, llamaindex, and dspy for building llm-powered systems.vector search: familiarity with algorithms for keyword and vector search and knowledge of popular vector search engines.document processing: expertise in document chunking strategies and retrieval-augmented generation (rag) systems.transformers: intuitive understanding of how transformer models work and how to fine-tune llms.multi-modal models: knowledge of joint vision-language models, diffusion models, and techniques such as lora, dreambooth, and controlnet.we offer100% payroll scheme, benefits by law (imss, infonavit, 12+ vacation days).benefits above the law: vacation premium 50%, 5 ptos, 3 sick days, 10 guaranteed public holidays per year.major medical insurance, dental and vision plan for an employee and direct family members.life insurance and funeral expenses.5% savings fund, uncapped (matched by the company in the end of the year).30 days end of the year bonus (aguinaldo).opportunity to work on bleeding-edge projects with a highly motivated and dedicated team all over the world.individual career development plan and support from the best experts.professional development opportunities (linkedin learning, cloud certification programs, access to corporate lms integrated with other learning platforms).well-equipped office in a business area of guadalajara (quiet room, games room, air hockey, ps5, nintendo switch and xbox series x, pool table, ping pong, snacks, smoothies, and much more).corporate social events (yoga, massages, sport tournaments, discussion panels, technical talks, lunch & learns).opportunity to relocate to another country where the company's offices are present.about usgrid dynamics (nasdaq: gdyn) is a leading provider of technology consulting, platform and product engineering, ai, and advanced analytics services.
fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation.
a key differentiator for grid dynamics is our 8 years of experience and leadership in enterprise ai, supported by profound expertise and ongoing investment in data, analytics, cloud & devops, application modernization and customer experience.
founded in 2006, grid dynamics is headquartered in silicon valley with offices across the americas, europe, and india.
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grid dynamics is an equal opportunity employer.
we are committed to creating an inclusive environment for all employees during their employment and for all candidates during the application process.
all qualified applicants will receive consideration for employment without regard to, and will not be discriminated against based on, age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability or any other protected category.
all employment is decided on the basis of qualifications, merit, and business need.
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