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Junior AI/ML Engineer
3 months ago
Position Overview:
We are seeking a dynamic and motivated individual to join our team as a Junior AI/ML Engineer. This entry-level position offers an exciting opportunity for candidates passionate about AI/ML to kickstart their career and gain hands-on experience in developing cutting-edge AI/ML solutions.
Key Responsibilities:
· Assist in the development, implementation, and testing of AI/ML models and algorithms under the guidance of senior team members.
· Knowledge in generative AI and RAG systems. Utilize GPT 3.5 Turbo or GPT 4 LLMs.
· Proficiency in Python and its data analysis and machine learning packages.
· Collect, preprocess, and analyze large volumes of structured and unstructured data from various sources.
· Develop and maintain scalable and efficient machine learning pipelines for model training, evaluation.
· Proficiency in LangChain and Open LLM frameworks to perform summarization, classification, Name entity recognition, Question-answering
· Proficiency in Generative techniques prompt engineering, Vector DB, LLMs such as OpenAI, LlamaIndex, Azure OpenAI, and Open-source LLMs will be important
· Hands-on experience in GenAI technology areas including RAG architecture, fine-tuning techniques, inferencing frameworks etc
· Expertise in computer image processing, LLM (Low-Level Manipulation), and automotive segments.
· Conduct thorough testing and validation of machine learning models to ensure reliability, robustness, and scalability.
· Document code, algorithms, and processes to facilitate knowledge sharing and collaboration within the team.
· Participate in brainstorming sessions and contribute innovative ideas to enhance the performance and functionality of AI/ML applications.
· Support data preprocessing, feature engineering, and data visualization tasks to prepare datasets for model training and evaluation.
· Learn and apply best practices in AI/ML development, including model selection, hyperparameter tuning, and model evaluation techniques.
Qualifications:
· Bachelor's degree or Master Degree in Computer Science, Engineering, Applied Mathematics, Statistics, or a related field.
· Solid understanding of fundamental concepts in artificial intelligence, machine learning, and statistics with 3-4 years of experience.
Skills:
· PyTorch
· Langchain
· LlamaIndex
· Pinecone
· Computer vision/Image Processing
Benefits:
· Comprehensive training and mentorship from experienced AI/ML professionals.
. Opportunity to work on diverse AI/ML projects spanning various industries and domains.