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Senior Staff Engineer, Machine Learning

Nagarroindia, India

5 hours ago

Job description

Job Description

REQUIREMENTS :

Total experience : 9+ 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 (e.g., 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.
Practical 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.
Excellent problem-solving skills, with a creative and analytical mindset.
Strong communication and teamwork skills, with the ability to work effectively in a team environment and interact with stakeholders at all levels.
Experience with AI ethics and responsible AI practices

RESPONSIBILITIES :

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 client’s 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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Senior Machine Learning Engineer • india, India