GenAI Developer

EPAM Uzbekistan

GenAI Developer

Ташкент, Яшнабадский район, улица Махтумкули, 114А

Описание вакансии

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.

Unlock the potential of remote work in Uzbekistan, giving you the flexibility to work from home or access our office in Tashkent.

Responsibilities

  • Translate business problems into data science and generative AI solutions, guiding workflows through exploration, PoC, MVP, and production phases

  • Evaluate, select, and fine-tune LLMs or other generative AI models for specific use cases, leveraging both API-based and open-source options

  • Design robust data pipelines tailored to text normalization, tokenization, and document structuring for generative AI and NLP tasks

  • Develop effective prompts for generative systems, ensuring optimized outputs via zero-shot, few-shot, and chain-of-thought techniques

  • Architect retrieval-augmented generation (RAG) pipelines, multi-model systems, and agent-based workflows to handle complex business needs

  • Create modular evaluation frameworks utilizing metrics tailored to accuracy, latency, cost, user relevance, and groundedness of generated AI outputs

  • Work alongside engineers, product managers, and cross-functional teams to integrate generative AI into scalable applications across industries

  • Implement cost and performance optimizations, deploy generative AI systems (cloud-native or on-premises), and ensure real-world reliability

  • Incorporate explainability, ethical principles, and privacy considerations into generative AI solutions while maintaining compliance with relevant EULAs

Requirements

  • 3+ 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 applications

  • Strong 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 have

  • Hands-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 offer/Benefits

We connect like-minded people:

  • Delivering innovative solutions to industry leaders, making a global impact 
  • Enjoyable working environment, whether it is the vibrant office or the comfort of your own home 
  • Opportunity to work abroad for up to two months per year 
  • Relocation opportunities within our offices in 55+ countries
  • Corporate and social events  

We invest in your growth: 

  • Leadership development, career advising, soft skills and well-being programs 
  • Certifications, including GCP, Azure and AWS
  • Unlimited access to LinkedIn Learning and Udemy
  • Free English classes with certified teachers 
  • Discounts in local language schools, including offline courses for the Uzbek language

We cover it all:

  • Monetary bonuses for engaging in the referral program 
  • Medical & family care package   
  • Four trust days per year (sick leave without a medical certificate)   
  • Discounts for fitness clubs, dance schools and sports programs
  • Benefits package (sports activities, a variety of stores and services)
Навыки
  • MVP
  • RAG
  • AI
  • LLM
  • Python
  • LangChain
  • PyTorch/TensorFlow
  • Numpy
  • FastAPI
  • Docker
  • MLOps
  • AWS SageMaker
  • Google Vertex AI
Посмотреть контакты работодателя

Адрес

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