Senior Artificial Intelligence/Machine Learning Engineer
1 day ago
Description : Senior AI/ML Engineer (Python Development)
Experience : 7 to 12 Years
Location : Remote
Role & Responsibility :
Essential Qualifications :
- Advanced degree (Masters or higher) in Computer Science, Engineering, or a closely related technical discipline.
- Minimum of 3 years of hands-on experience with a range of machine learning models, spanning traditional to advanced methods.
- Solid foundation in NLP methods, including applications like text classification, sentiment detection, and entity recognition.
- Proficiency with Retrieval-Augmented Generation (RAG) techniques and experience working with vector databases (e.g., Weaviate, PineCone).
- Extensive Python programming skills, with a proven ability to implement complex solutions.
- At least 1 year of practical experience in building applications based on Large Language Models (LLMs) using established third-party models (e.g., OpenAI, Anthropic).
- Skilled in prompt engineering, with experience crafting function calls and constructing conversational AI applications.
- Familiarity with advanced LLM techniques such as zero-shot and few-shot learning, as well as fine-tuning for specific use cases.
- Strong background in using Generative AI libraries and tools, such as Langchain and HuggingFace.
- Solid grasp of version control practices, including Git and collaborative development workflows.
- Comprehensive experience in preparing, managing, and processing extensive datasets, both structured and unstructured.
- Proven experience deploying, scaling, and monitoring machine learning models, particularly LLMs, in live environments.
- Flexible to accommodate occasional overlap with US Eastern Time for effective team collaboration.
- Professional proficiency in English.
Desirable :
Additional Experience :
- Hands-on experience with open-source LLM frameworks, such as Llama or Mistral.
- Prior work involving data in regulated sectors, such as healthcare, banking.
Technical Skills and Capabilities :
- Skilled in RESTful API design (Python-FastAPI) and development, ensuring secure and scalable interfaces.
- Proficient in JavaScript for both front-end and back-end, with a strong command of associated frameworks.
- Knowledgeable in architecting scalable solutions using microservices.
- Experience with the generative AI landscape, specifically around RAG, vector embeddings, LLMs, and open-source AI toolkits.
- Familiarity with cloud-based infrastructure (AWS, Azure, GCP) and their data services.
- Competent in database design and optimization across SQL and NoSQL technologies.
- Practical experience with data streaming platforms, such as Kafka, Azure Event Hub, or AWS Kinesis.
- Agile development experience, using tools like Git, Jenkins, and Azure DevOps.
- Skilled in creating and managing CI/CD pipelines for seamless testing and deployment.
- Excellent team collaboration and communication skills, with an aptitude for working across technical and non-technical roles.
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