Senior AI/ML Engineer
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Design and develop AI/ML solutions for predictive analytics, classification, forecasting, automation, and AI-assisted workflows within Palantir Foundry, leveraging Python, Ontology objects, pipelines, and workflows.
- Design, implement, evaluate, and optimize LLM/NLP and RAG solutions using Palantir AIP, including prompt engineering, embeddings, retrieval strategies, vector search, and text processing.
- Own the end-to-end lifecycle of AI solutions, from experimentation and model development to deployment, monitoring, and continuous improvement.
- Collaborate with data engineers to understand data sources, ensure data quality, and design efficient and scalable data processing approaches.
- Integrate AI solutions into production workflows and optimize them for accuracy, reliability, latency, scalability, and cost-efficiency.
Що очікуємо
- 4+ years of experience in machine learning, AI engineering, applied data science, or related fields.
- Strong Python skills and hands-on experience with ML frameworks such as scikit-learn, XGBoost, TensorFlow, or PyTorch.
- Strong practical experience with LLMs, NLP, or GenAI applications, including prompt engineering, embeddings, text processing, summarization, or similar use cases.
- Solid hands-on experience designing and implementing RAG architectures, vector databases, and retrieval strategies.
- Strong understanding of the ML lifecycle, including data preparation, feature engineering, model development, evaluation, deployment, and monitoring.
Що пропонуємо
- Proficiency in Foundry Ontology, Object Builders, and Code Repositories.
- Experience in big pharma or highly regulated industries.
- Knowledge of data privacy, compliance, and security best practices in AI applications.
- Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes)
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