Data Scientist - Anywhere in India/Multiple Locations - Primo Hiring Solutions

Primo Hiring Solutions Anywhere in India/Multiple Locations

4 days ago

permanent Technology / Internet

Description

Job Description :

The Data Scientist role at Maxim is a high-impact, self-directed role and covers a broad scope of work across RAG, fine-tuning LLMs, synthetic data generation and more.

This role involves keeping up-to-date with the latest advancements in LLM technologies and research, and utilizing these advancements to enable AI developers in crafting more magical experiences.

Key Responsibilities :

Research and Analysis : Conduct research and analysis to understand customer requirements and challenges in implementing Large Language Models (LLMs) for various applications.
Model Development : Develop and implement machine learning models, including LLMs, tailored to meet customer needs and industryspecific use cases.
Optimization and Fine-Tuning : Optimize and finetune machine learning models for improved performance, accuracy, and efficiency, leveraging techniques such as hyperparameter tuning, transfer learning, and reinforcement learning.
Deployment and Integration : Deploy machine learning models into production environments, ensuring seamless integration with existing systems and infrastructure.
Testing and Validation : Conduct rigorous testing and validation of machine learning models to ensure reliability, scalability, and robustness in realworld scenarios.
Performance Monitoring : Monitor and analyze the performance of deployed models, identifying opportunities for optimization and improvement.
Collaboration and Communication : Collaborate with crossfunctional teams, including data scientists, software engineers, and domain experts, to gather requirements, iterate on solutions, and communicate progress and findings effectively.
Documentation and Reporting : Document model development processes, methodologies, and findings, and prepare comprehensive reports and presentations for internal stakeholders and customers.
Continuous Learning and Innovation : Stay updated on the latest advancements in machine learning and natural language processing (NLP), and explore innovative approaches and techniques to enhance model performance and capabilities.

Desired Skills and experience :

Bachelor's/Master's/Ph.

D. degree in Engineering, Machine Learning, Computer Science (or equivalent experience)

At least 5+ years of relevant experience as an AI Developer
Should have deep knowledge in machine learning techniques and algorithms, with a focus on natural language processing (NLP) and large language models (LLMs).

Strong programming skills and proficiency in Python, TensorFlow/PyTorch, Transformers, scikit-learn, NLTK, and spaCy.

Experience with language modeling evaluation, prompt tuning and engineering, instruction tuning, and/or RLHF
Prior experience with training and finetuning of foundation models such as GPT3, LLaMA2, AlphaFold, and DALL-E
Knowledge of deep learning architectures, including recurrent neural networks (RNNs), convolutional neural networks (CNNs), and transformer models.
Experience in Information Extraction, Question Answering, Conversational Agents (Chatbots), Data Visualization and/or texttoimage models
Familiarity with data preprocessing, feature engineering, and model evaluation techniques.

Experience with new LLM engineering tools like LangChain, Vector DBs, etc.

Strong communication and collaboration skills, with the ability to work effectively in crossfunctional teams.
Open Source Contributions : Candidates who have contributed to opensource projects related to machine learning, natural language processing, or large language models will be given preference.

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