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Gen AI Architect at EPAM Systems

Location
Chennai, Tamil Nadu, India
Job type
Full time
Posted on 20 Dec
Description

Responsibilities

  • Design and develop scalable generative AI architectures
  • Build and deploy large language models and agentic systems
  • Fine-tune and evaluate AI and generative AI models for production
  • Collaborate with engineering teams to integrate AI solutions
  • Ensure compliance with security and governance policies
  • Implement retrieval-augmented generation and vector database solutions
  • Manage MLOps pipelines for AI system lifecycle
  • Contribute to continuous improvement of AI frameworks and tools
  • Support cross-functional teams with AI technical expertise

 

Requirements

  • Extensive experience in AI and machine learning, exceeding 12 years
  • Specialized experience of at least 2 years with generative AI and large language models
  • Background in traditional AI and machine learning techniques
  • Expertise in deep learning methods such as LSTM, CNN, and VAE
  • Proficiency with generative AI frameworks including LangChain, LlamaIndex, and Hugging Face transformers
  • Familiarity with vector databases like FAISS and Qdrant
  • Experience with cloud AI platforms including AWS, Azure, and GCP
  • Competency in MLOps and AI model productionization
  • Strong programming skills and knowledge of AI evaluation frameworks such as RAGAS and DeepEval
  • Problem-solving orientation with effective cross-team collaboration


EPAM Systems
epam.com
500+
Master Backend Engineering
AI-First Software Engineering
Next batch starts on 28 Feb
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epam.com
500+
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Frequently Asked Questions

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Why Work at EPAM Systems

EPAM Systems is a global leader known for its dynamic environment and innovative approach to technology and software engineering. Working at EPAM Systems means you will be part of a company that is considered an industry leader, with a rich history of over 25 years in delivering technology solutions. When you join EPAM Systems, you become part of a diverse team known for pushing the boundaries in software development, thereby accelerating businesses around the globe.

At EPAM Systems, employees are at the heart of the transformation. The company invests heavily in employee growth, providing opportunities for professional development, continuous learning, and career progression. The workplace culture encourages innovation, creativity, and collaboration, ensuring that all employees can contribute their best work. Additionally, EPAM Systems actively supports work-life balance, offering flexible work arrangements that cater to the unique needs of its employees.

What's it Like to Work at EPAM Systems

At EPAM Systems, the work environment is characterized by a culture of collaboration and innovation. Employees are encouraged to think outside the box and work with colleagues who are just as passionate about technology. The company fosters an inclusive work environment that celebrates diversity, promotes open communication, and encourages employees to share their ideas and feedback.

Working at EPAM Systems means being part of a team that thrives on challenge and innovation. Employees are given autonomy in their roles to explore, create, and implement cutting-edge solutions. The management is approachable, and there is a strong focus on mentorship and guidance to help you navigate your career path within the organization.

Moreover, as a part of EPAM Systems, you will have access to state-of-the-art technology, allowing you to be at the forefront of advancements in the tech industry. Employees are routinely exposed to international projects, which provides a broad perspective and understanding of global markets.

What's it Like to Work as a Gen AI Architect at EPAM Systems

Working as a Gen AI Architect at EPAM Systems in Chennai, Tamil Nadu, India, presents a unique opportunity to engage with groundbreaking artificial intelligence technologies. As a Gen AI Architect, you will lead the design and implementation of AI solutions that harness generative AI technologies for various client needs. This role involves collaborating with cross-functional teams, including data scientists, engineers, and business stakeholders, to translate business objectives into actionable, AI-driven solutions.

Your daily responsibilities will include designing system architectures, developing AI models, and ensuring the integration and optimization of these models within client infrastructures. You will also be involved in exploring emerging AI trends, bringing innovative approaches to AI deployment strategies, and implementing scalable solutions that drive business value.

Being in a senior position, you will mentor junior architects and engineers, providing guidance and expertise on AI systems and architectures. EPAM Systems prides itself on its commitment to innovative solutions, so you will regularly attend workshops and conferences that focus on the latest AI advancements, ensuring that you stay at the cutting edge of technology.

Gen AI Architect Interview Questions at EPAM Systems

When preparing for a Gen AI Architect interview at EPAM Systems, candidates should be ready to discuss both technical and strategic aspects of AI architectures. Here are some potential questions you might encounter:

  1. Can you explain your experience with building AI models and your approach to selecting the right algorithms for different types of data?
  2. How do you ensure scalability and efficiency in AI systems?
  3. What are the ethical considerations you factor in when developing AI solutions?
  4. Describe a time when you implemented an innovative AI solution that had a significant business impact.
  5. What tools and technologies do you prefer for developing AI solutions and why?
  6. How do you stay updated with the latest developments in AI technology?

These questions aim to assess your technical proficiency, problem-solving ability, and understanding of AI's role in business strategy.

Gen AI Architect Interview Preparation at EPAM Systems

Preparation for a Gen AI Architect interview at EPAM Systems requires a robust understanding of AI technologies and how they apply to business solutions. Begin with a thorough review of your past projects and prepare to discuss the technical challenges and outcomes.

You should have a strong grasp of the AI technologies and tools commonly used in the industry, such as TensorFlow, PyTorch, and various machine learning algorithms. Furthermore, be prepared to demonstrate your problem-solving skills through case studies or examples from your experience where you had to develop or optimize AI solutions.

Research EPAM Systems' past projects and case studies to understand their approach and methodologies. Knowing the company’s market positioning and recent technological advancements will enable you to tailor your responses to align with the company’s objectives and values.

Gen AI Architect Interview Tips at EPAM Systems

When interviewing for the Gen AI Architect role at EPAM Systems, consider the following tips to enhance your chances of success:

  • Be Specific: Clearly articulate the AI projects you have worked on, detailing your role, the technologies used, and the impact at both the technical and business levels.

  • Demonstrate Thought Leadership: Showcase your understanding of cutting-edge AI technologies and where they can be effectively applied within business contexts.

  • Engage with the Interviewers: Approach the interview as a two-way conversation. Ask questions about the specific challenges faced by EPAM Systems and how your expertise can address these issues.

  • Cultural Fit: EPAM Systems values employees who align with their culture of collaboration and innovation, so express your enthusiasm and readiness to work within diverse and dynamic teams.

  • Continuous Learning: Demonstrate a commitment to continuous learning, as the field of AI is rapidly evolving. Mention any recent certifications, courses, or conferences you’ve attended.

By incorporating these strategies, you'll be well-prepared to leave a positive impression and convey your suitability for the role of Gen AI Architect at EPAM Systems.