Desired Competencies (Technical/Behavioral Competency)

Must-Have**

- Deep learning techniques such as GPT, VAE, and GANs.
- Experience with cloud platforms (AWS, Azure, GCP) and MLOps tools.
- Proficient in Python and have experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras.
- Solid programming skills in Python, Java, or C++.
- Experience with machine learning frameworks like TensorFlow, PyTorch, or Scikit-learn.
- Solid understanding of data structures, algorithms, and statistics.
- Proficiency in model development, training, and evaluation.
- Familiarity with deep learning, NLP, and computer vision.
- Experience with data preprocessing, feature engineering, and model deployment.

Good-to-Have

- Knowledge of Generative AI, LLMs, and transformer architectures.

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Responsibility of / Expectations from the Role

1

Main Responsibilities of a Generative AI Engineer

Your main responsibilities will include:

- Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE (Variational AutoEncoders),



and GANs (Generative Adversarial Networks).
- Collaborating with cross-functional teams to define AI project requirements and objectives, ensuring alignment with overall business goals.
- Conducting research to stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products and services.
- Optimizing existing generative AI models for improved performance, scalability, and efficiency.
- Developing and maintaining AI pipelines, including data preprocessing, feature extraction, model training, and evaluation.
- Developing clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders.
- Contributing to the establishment of best practices and standards for generative AI development within the organization.
- Providing technical mentorship and guidance to junior team members.

📌 Agentic AI (Telangana)
🏢 Tata Consultancy Services
📍 Telangana