41 Avant Garde Jobs
8-10 years
Bangalore / Bengaluru
Principal Engineer - Artificial Intelligence (8-10 yrs)
Avant Garde
posted 23d ago
Flexible timing
Key skills for the job
Job Description :
- 8+ years of total experience with 5+ years of professional experience in AI, ML or a related field.
- Master's or PhD in Computer Science, Mathematics, AI or a related field.
- Good mathematical understanding of machine learning and deep learning algorithms.
- Advanced knowledge of statistical and algorithmic models as well as of fundamental mathematical concepts, such as linear algebra and probability.
- Experience with Natural Language Processing, Deep Learning, and Computer Vision techniques.
- Proficiency in programming languages such as Python or Scala, along with experience using DL frameworks like TensorFlow, PyTorch etc.
- Experience working with large data sets and writing efficient code capable of processing large data streams at speed.
- Experience in program leadership, governance, and change enablement
- Understand client challenges and propose solutions based on AI/GenAI capabilities.
- Analyze and explain AI and machine learning (ML) solutions while setting and maintaining high ethical standards.
- Work on functional design, process design, prototyping, testing, training, and defining support procedures, in collaboration with data engineering team and executive leadership.
- Train and deploy AI models to solve complex business problems or automate processes.
- Convert AI/ML models into APIs to be used in other applications.
- Manage a team in implementing AI solutions and developing products.
- Collaborate with external partners, such as research institutions or universities, to explore innovative AI approaches and foster collaborative research projects.
- Ensure compliance with data privacy regulations and ethical guidelines while working with sensitive and confidential data.
- Stay up to date with the latest developments in machine learning and AI.
Knowledge & Experience :
- Experience working with Azure Data & AI services.
- Experience with MLOps tools like MLFLow, Azure MLOps or similar tools.
- High level of ownership and creative problem solving under resource constraints.
- Excellent verbal and written communication skills. Ability to interact with C-Level executives.
Functional Areas: R&D
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8-10 Yrs
Bangalore / Bengaluru