27 Aug
|
Infosys
|
Bengaluru
Senior Consultant – Generative AI / Machine Learning
Location: Bengaluru
Experience: 5–8 Years
Qualification: BE/BTech/MTech/MCA/BCA/MSc or equivalent
Role Overview
We are looking for a Senior Consultant – Generative AI / Machine Learning with strong experience in developing, deploying, and productionizing AI/ML solutions. The ideal candidate should have hands-on experience with GenAI, LLMs, Python, Machine Learning, Deep Learning, NLP, and modern AI/ML frameworks and platforms.
Key Responsibilities
- Design and develop Generative AI and LLM-based applications and solutions.
- Build end-to-end LLM development and deployment pipelines and workflows.
- Transform GenAI PoCs into scalable, production-grade solutions.
- Collect, clean, preprocess, and prepare data for training and evaluation of LLM/ML models.
- Design, train, fine-tune, evaluate, and optimize ML/LLM models.
- Develop and deploy AI/ML applications using APIs, REST services, and cloud platforms.
- Design machine learning systems and conduct experiments, testing, and model evaluation.
- Research and implement appropriate ML algorithms, frameworks, and tools.
- Select appropriate datasets, data representations, and modeling approaches.
- Collaborate with stakeholders to translate business requirements into AI/ML solutions.
Required Skills
- Strong hands-on experience in Generative AI, LLMs, NLP, and Machine Learning.
- Proficiency in Python and data science libraries such as NumPy.
- Experience with PyTorch, TensorFlow, Keras,
or similar ML/DL frameworks.
- Knowledge of Prompt Engineering and LLM application development.
- Experience with LangChain, Semantic Kernel, or similar GenAI frameworks.
- Experience working with open-source and/or API-based LLMs.
- Understanding of LLM deployment, MLOps, APIs, and productionization.
- Exposure to PySpark and large-scale data processing.
- Knowledge of Responsible AI, data privacy, ethical AI, bias mitigation, transparency, and accountability.
- Exposure to cloud AI/ML platforms such as Azure ML, AWS AI/ML, Google ML, or Databricks is preferred.
- Knowledge of AI/ML domains such as Neural Networks, Computer Vision, Speech Processing, and NLP is an advantage.
Preferred Tools & Technologies
Python, NumPy, PyTorch, TensorFlow, Keras, PySpark, LangChain, Semantic Kernel, Azure ML, AWS AI/ML, Google ML, Databricks, H2O, DataRobot and other contemporary AI/ML platforms.
Minimum Qualification
Bachelor's or Master's degree in Engineering, Computer Applications, Computer Science, Data Science, or a related field.
Ideal Candidate
A hands-on AI/ML professional who can take GenAI/LLM concepts from PoC to production, build scalable AI solutions, work with modern LLM frameworks and cloud platforms, and apply Responsible AI and data privacy principles throughout the development lifecycle.
Skills: Machine Learning, Pyspark, Pytorch, Senior Consultant, Aws
Experience: 5.00-8.00 Years
📌 Senior Consultant – Generative AI / Machine Learning (Bengaluru)
🏢 Infosys
📍 Bengaluru