Machine Learning Engineer

Описание

effie is an international software product company. We discover new and unconventional approaches to tackling business challenges by providing global cloud-based SaaS solutions, leveraging the sharing economy and AI capabilities.In addition to developing innovative software products, we offer a full range of services, including deployment, training, administration, optimization, process automation, technical support, and business analytics consulting.Our main expertise lies in optimizing business processes for manufacturers, distributors, merchandising agencies, and retail chains in the CPG (including FMCG) and pharmaceutical industries.140+ team members;100+ clients across 13 countries, including PepsiCo, Coca-Cola, Nestlé, Shell, Nemiroff, Philip Morris, and others;27,000+ users of our services;Microsoft Gold Partner.What We Value:Passion - You can only make customers happy if you truly love what you do;Trust - The foundation of all relationships, inside and outside the company;An Eye for Excellence - A deep appreciation for quality in every form;Simplicity - The best things don’t need extra explanation.You will be working on developing multifunctional agent-based solutions, designing and enhancing AI agents, and implementing modern approaches such as RAG, Langchain, and LLMOps. Experience in computer vision will be a significant advantage, as this role involves the development, integration, and support of new solutions. Proficiency in Python is essential for success in this position.Requirements:Experience with NLP & LLMs:Experience with NLP approaches and practical experience in training and optimizing open or proprietary LLMs.Programming & Tools Proficiency:Strong programming skills in Python and familiarity with vector databases.Experience with Langchain, Langgraph, and best practices in LLMOps.AI Development Skills:Practical experience in building AI agents and agent-based solutions.Deep understanding of RAG and its practical applications.Analytical & Innovative Thinking:Analytical thinking and initiative in testing new ideas.Passion for artificial intelligence and a desire for continuous learning and development.Responsibilities:AI Solutions Design & Implementation:Designing and implementing advanced AI solutions and agent architectures.Configuring and optimizing RAG processes.Integrating and optimizing neural networks for mobile applications.Image Recognition & Computer Vision:Working with image recognition technologies.Ability to work with both NLP tasks and computer vision depending on product development priorities.AI Agents & Chatbot Optimization:Optimizing chatbot performance using Langchain, Langgraph, and LLMOps tools.Working with Metric learning approaches and embedding processing.Collaboration & Continuous Improvement:Collaborating closely with engineers and product teams for testing and implementing improvements.Analyzing user behavior to enhance system accuracy and naturalness.Keeping up-to-date with the latest trends in LLM and conversational AI systems.We offer:Work format: remote or hybrid.Office in Kyiv, a 15-minute walk from Sviatoshyn metro station, featuring a shelter and all necessary amenities for uninterrupted work during power outages and blackouts.Free parking for cars, motorcycles, and bicycles.Partial reimbursement for medical insurance upon successful completion of the probation period.21 working days of paid vacation, plus paid sick leave.12 additional days off per year.Exclusive discount card for the WineTime retail chain.