GenAI Developer

We are seeking a GenAI Developer passionate about modern AI technologies and comfortable navigating the rapidly evolving generative AI landscape. This position is ideal for candidates experienced in data science and possessing the skills to build AI-powered systems with strong business impacts. Join our innovative team to design, implement, and optimize state-of-the-art generative AI solutions that solve complex real-world problems. Thrive in a forward-thinking work environment with opportunities to learn and grow. ResponsibilitiesTranslate business problems into data science and generative AI solutions, guiding workflows through exploration, PoC, MVP, and production phasesEvaluate, select, and fine-tune LLMs or other generative AI models for specific use cases, leveraging both API-based and open-source optionsDesign robust data pipelines tailored to text normalization, tokenization, and document structuring for generative AI and NLP tasksDevelop effective prompts for generative systems, ensuring optimized outputs via zero-shot, few-shot, and chain-of-thought techniquesArchitect retrieval-augmented generation (RAG) pipelines, multi-model systems, and agent-based workflows to handle complex business needsCreate modular evaluation frameworks utilizing metrics tailored to accuracy, latency, cost, user relevance, and groundedness of generated AI outputsWork alongside engineers, product managers, and cross-functional teams to integrate generative AI into scalable applications across industriesImplement cost and performance optimizations, deploy generative AI systems (cloud-native or on-premises), and ensure real-world reliabilityIncorporate explainability, ethical principles, and privacy considerations into generative AI solutions while maintaining compliance with relevant EULAs Requirements3+ years of experience in data science roles with end-to-end project ownership and knowledge of CRISP-DM methodologies Understanding of LLMs, generative APIs (e.g., OpenAI, Hugging Face), and open-source generative AI tools paired with RAG pipelines architecture expertise Practical knowledge of classical NLP techniques and familiarity with embedding generation, search techniques, and contrasting generative AI vs traditional NLP solutions Proficiency in Python with hands-on experience using libraries like Hugging Face Transformers, LangChain, PyTorch/TensorFlow, NumPy, and pandas Capability to develop interactive demos (Streamlit, Gradio) alongside backend solutions (FastAPI, Flask) Competency in deploying models using vector databases (FAISS, Qdrant, Chroma), monitoring tools, containers (Docker), and MLOps frameworks (MLflow) Understanding of LLM risks mitigation strategies, ensuring safer operations and reliability in real-world applicationsStrong ability to communicate with non-technical stakeholders and distill complex AI concepts into actionable insights Adaptability to keep pace with the rapidly evolving generative AI technologies landscape Collaborative mindset to work alongside diverse teams and onboard others into generative AI workflows Nice to haveHands-on experience with cloud AI platforms (AWS SageMaker, Azure ML, or Google Vertex AI) Knowledge of CI/CD pipelines and DevOps for seamless AI model integration and updates Familiarity with advanced techniques like latency reduction (e.g., quantization, knowledge distillation) and RLHF workflows Expertise in facilitating human evaluation workflows, including annotation pipelines or LLM-assisted assessments in functional deployments Proven ability to guide teams and enterprise clients in adopting generative AI technologies for business transformation We offerWe connect like-minded people:Delivering innovative solutions to industry leaders, making a global impactEnjoyable working environment, whether it is the vibrant office or the comfort of your own homeOpportunity to work abroad for up to two months per yearRelocation opportunities within our offices in 55+ countriesCorporate and social eventsWe invest in your growth: Leadership development, career advising, soft skills and well-being programsCertifications, including GCP, Azure and AWSUnlimited access to LinkedIn Learning and Get AbstractFree English classes with certified teachersDiscounts in local language schools, including offline courses for the Uzbek languageWe cover it all:Monetary bonuses for engaging in the referral programMedical & family care packageFour trust days per year (sick leave without a medical certificate)Discounts for fitness clubs, dance schools and sports programsBenefits package (sports activities, a variety of stores and services) Join our team in our well-equipped office in Tashkent. Experience the freedom of remote work from anywhere in Uzbekistan, whether it's the comfort of your home or our modern office in Tashkent. EPAM Uzbekistan is a team of technologists and innovators united by technology. In 2019, we opened our first office in Tashkent. Since then, we’ve built a continuously learning organization that helps its employees reach their full potential and achieve professional goals through learning. Our agile methodologies, client collaboration frameworks, engineering excellence programs, and hybrid teams offer many career paths and development opportunities.