Samsung - Deep Learning Engineer - LLM/Generative AI

2 weeks ago


Bangalore, Karnataka, India SAMSUNG ELECTRO MECHANICS SOFTWARE INDIA BANGALORE Full time

Job Description :

Ideal Candidate will be responsible for defining and developing ML Platform and frameworks for generative AI powered applications.


You will collaborate with diverse cross-functional partners, including model developers, machine learning systems engineers, data scientists, application developers and product managers.


Our ML Platform allows cross-functional teams to build diverse, business critical ML apps leveraging LLMs.


This role will also work closely with product and program teams to ensure platform features are developed in lockstep with products roadmap and business user feedbacks. This will be a fast-paced role with high visibility, impact, and influence in delivering one of the industry's most advanced generative AI systems.

Key Qualifications :


- 3+ years of industry experience designing, building and supporting machine learning platforms, services and frameworks.


- Ability to apply your LLM knowledge with a product-oriented focus.


- Strong proficiency in embeddings, vectorization, vector stores, database optimization, performance tuning, and relevant query languages.


- Familiarity with embedding, retrieval algorithms, agents, data modeling for vector development graphs.


- Strong communication skills, and ability to distill technically complex concepts and data for an intelligent but non-ML audience.


- Strong understanding of software engineering principles and fundamentals including data structures and algorithms.


- Solid understanding of concurrency and multi-threading, multiple design patterns and debugging and analytical methodologies.


- Self directed, self motivated and detail oriented with ability to come up with good design proposals and thorough analysis of production issues.


- Experience with LLM and other related frameworks like Langchain, LLamaIndex


- Experience with relevant programming languages, such as Python, Java, or Go.


- Excellent problem-solving skills and the ability to work in a collaborative team & Experience :


- Bachelor's or Masters degree or equivalent in Computer Science or information science.


- 2-4 years of experience in designing and deploying ML and LLM based application.


- Demonstrated ability to design, implement, and optimize complex LLM models.


- Proven track record of successfully delivering ML and LLM projects in a production :


- Work Experience with computer vision, time series data classification & prediction using RNN (LSTM / GRU)


- Exposure to GPU based programming on multiple servers

(ref:hirist.tech)

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