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Principal Engineer, Machine Learning

Principal Engineer, Machine Learning

NagarroGurugram, Haryana, India
11 hours ago
Job description

Job Description

REQUIREMENTS :

  • Total experience 13+years.
  • Strong working experience in machine learning, with a proven track record of delivering impactful solutions in NLP, machine vision, and AI.
  • Proficiency in programming languages such as Python or R, and experience with data manipulation libraries (., Pandas, NumPy).
  • Strong understanding of statistical concepts and techniques, and experience applying them to real-world problems.
  • Strong programming skills in Python, and proficiency in deep learning frameworks such as TensorFlow, PyTorch, or JAX, as well as machine learning libraries such as scikit-learn.
  • Proficient experience with Generative AI frameworks such as GANs, VAEs, prompt engineering, and retrieval-augmented generation (RAG), and the ability to apply them to real-world problems.
  • Exposure to graph-based models, knowledge graphs, and related query languages.
  • Hands-on skills in data engineering and building robust ML pipelines.
  • Experience with personalization engines and digital marketing platform integrations
  • Architect scalable, cloud-based AI / ML solutions on AWS, Azure, or GCP, integrating data pipelines and AI services.
  • Excellent communication skills and the ability to collaborate effectively with cross-functional teams.

RESPONSIBILITIES :

  • Writing and reviewing great quality code.
  • Understanding the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements.
  • Mapping decisions with requirements and be able to translate the same to developers.
  • Identifying different solutions and being able to narrow down the best option that meets the clients’ requirements.
  • Defining guidelines and benchmarks for NFR considerations during project implementation.
  • Writing and reviewing design document explaining overall architecture, framework, and high-level design of the application for the developers.
  • Reviewing architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., and ensure that all relevant best practices are followed.
  • Developing and designing the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it
  • Understanding and relating technology integration scenarios and applying these learnings in projects
  • Resolving issues that are raised during code / review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken.
  • Carrying out POCs to make sure that suggested design / technologies meet the requirements.
  • Qualifications

    Bachelor’s or master’s degree in computer science, Information Technology, or a related field.

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