Machine Learning (AI) Architect

Job Description

What You ll Do

  • Showcase business acumen to translate requirements into ML problems
  • Lead ML teams and build, design and drive solutions to deliver
  • Guide teams in evaluating quality of ML models and, review and define the right performance metrics for models in accordance with the requirements of the core platform
  • Be responsible for building new and innovative solutions leveraging data science and artificial intelligence skills / technologies to solve non-trivial problems
  • Lead teams of data scientists and ML engineers, review the team s work and troubleshooting models implemented

Expertise You ll Bring

  • Qualifications & Skills: B.E./ B.Tech. degree in Computer Science or equivalent from a reputed institute
  • An advanced degree in predictive analytics, machine learning, artificial intelligence; or a degree in programming and significant experience with text analytics / NLP
  • Experience:
    • 5 years in designing high level architectures and solutions for large scale ML systems and / or building solutions for a product on AI / ML features / capabilities
    • Strong background in industry use cases built on deep learning and machine learning (unsupervised and supervised techniques) is a must
    • Deep learning frameworks such as TensorFlow, Keras, PyTorch
    • Time series analysis, anomaly detection, forecasting, predictive modeling, graph- based neural networks, Bayesian statistics are good to have
  • Knowledge:
    • Deep learning architectures like RNN, CNN, LSTM and Transformers
    • Strong command of Python or equivalent language for ML
    • Graph databases, analytics and graph neural networks
    • Data structures and ability to develop efficient solutions
    • Excellent verbal and written communication skills, especially the ability to share technical results and recommendations with both, technical and non-technical audience
    • Ability to perform high-level work both independently and collaboratively as a project member or leader on multiple projects

Key Skills

deep learning; Time series analysis; Neural networks; Artificial Intelligence; Machine learning; Healthcare; Data structures; Troubleshooting; Predictive analytics; Python

About Company

We are a trusted Digital Engineering and Enterprise Modernization partner, combining deep technical expertise and industry experience to help our clients anticipate whats next and take action. Our offerings, proven solutions and innovative partner ecosystem create unique competitive advantage for our clients by giving them the power to see beyond and rise above.

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