Описание
ADP is a global provider of cloud-based human capital management (HCM) solutions covering HR, payroll, talent, time, tax, and benefits administration. It also provides business outsourcing services, analytics, and compliance expertise.
Задачи
•Collaborate with engineering and product teams in an Agile environment to identify, design, develop, and deploy machine learning solutions
•Contribute to ML architecture, infrastructure, data pipelines, and APIs
•Design and implement data products, machine learning models, and systems to optimize the HCM system user experience
•Research and apply new machine learning techniques to drive innovation
•Write code and documentation, and define best practices for adaptive, high-performing, continuously learning AI models and systems
•Mentor team members as they become familiar with the team, environment, and resources, then help them take on more challenging work
Требования
•Bachelor's degree or equivalent in Computer Science, Engineering, Math, or a related field
•3–5 Years of experience in relevant skills in the same or a similar role
•Advanced English proficiency
•Strong proficiency in Python and modern AI/ML frameworks
•Experience building and deploying Generative AI solutions using LLMs, embeddings, RAG architectures, and agentic workflows
•Hands-on experience with AWS services (S3, Lambda, Step Functions, SageMaker), Databricks, MLflow, and CI/CD pipelines
•Familiarity with vector and NoSQL databases, cloud-native architectures, MLOps/LLMOps practices, model evaluation, and scalable AI application development
•Knowledge of design patterns and data structures
Nice to have
•A master's degree in Computer Science, Engineering, Math, or a related field
•Experience with non-relational databases such as NoSQL and vector databases
•Understanding of data products such as recommender systems, classifiers, and chatbots
Условия
Other employment type.
