Ssde -generative Ai, Open Ai - Data Scientist - Bengaluru, Karnataka, India - WinWire
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3 weeks ago
Description
Location - Bangalore/Hyderabad
Experience - 4 to 8 years
5+ years of experience in AI-related roles, with a strong focus on OpenAI technology.
Proven experience as a Data Scientist/AI Developer with expertise in machine learning and data science.
Primary Responsibilities:
OpenAI Model Development:
Lead the design and development of AI models using OpenAI's technology, such as GPT-3, GPT-4, or other language models.
Programming and Implementation:
Write high-quality, efficient code in Python for AI model development, with a strong focus on OpenAI libraries and frameworks.
Algorithm Optimization:
Optimize AI algorithms and models to improve performance, scalability, and accuracy, specifically in the context of OpenAI.
Data Preprocessing:
Implement data preprocessing and feature engineering for inputting data to OpenAI models.
Training and Evaluation:
Train, evaluate, and fine-tune OpenAI models using appropriate datasets and validation techniques.
Collaboration:
Collaborate closely with data scientists, engineers, and product managers to translate project requirements into technical specifications.
Documentation:
Create and maintain technical documentation for OpenAI models, algorithms, and best practices.
Mentorship:
Provide guidance and mentorship to junior developers and team members working on OpenAI projects.
Secondary Responsibilities:
Research:
Stay updated on the latest developments in OpenAI technology, best practices, and emerging capabilities.
Proof of Concept:
Participate in the development of proof-of-concept projects to explore the feasibility of OpenAI solutions.
Required Skills and Qualifications:
Primary Skills:
OpenAI Expertise:
Extensive experience in working with OpenAI technology, including GPT models and fine-tuning.
Machine Learning:
Proficiency in machine learning concepts and algorithms including supervised, unsupervised, and forecasting techniques.
Programming Languages:
Proficiency in Python and expertise in OpenAI libraries and frameworks.
Data Preprocessing:
Strong skills in data preprocessing, transformation, and feature engineering tailored for OpenAI models.
Performance Optimization:
Proven ability to optimize OpenAI models for enhanced performance and scalability.
Documentation:
Excellent documentation and communication skills.
Secondary Skills:
Natural Language Processing (NLP): Familiarity with NLP techniques and pre-processing for text data.
Computer Vision:
Understanding of computer vision concepts and frameworks (if applicable).
Big Data Technologies:
Familiarity with big data tools and technologies, such as Hadoop and Spark (if applicable).
Databases:
Knowledge of databases, including SQL and NoSQL systems.
Version Control:
Proficiency with version control tools like Git.
Agile Methodologies:
Experience working in Agile development environments.
Additional Skills:
Knowledge of best practices for evaluating and validating OpenAI models.
Strong problem-solving skills with a focus on OpenAI's capabilities and limitations.
Qualifications:
Bachelor's or Master's degree in computer science, Data Science, or a related field.
Key Skills:
Azure Open AI, Gen AI, Python, ML, OpenAI API
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