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Sr Advanced Software Engr

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  • ead development of AI solutions using supervised, unsupervised, and reinforcement learning techniques. C
  • ollaborate with data scientists, software engineers, and product teams to translate business requirements into intelligent systems. O
  • ptimize model performance, latency, and resource utilization for production-grade deployments. E
  • valuate and integrate third-party AI services, frameworks, and APIs where appropriate. S
  • trong proficiency in Python and ML libraries (TensorFlow, PyTorch, Scikit-learn, XGBoost). E
  • xperience with NLP, Computer Vision, Time Series Forecasting, and Recommendation Systems. D
  • eep understanding of data preprocessing, feature engineering, and model evaluation techniques. H
  • ands-on experience with MLOps tools (MLflow, Kubeflow, SageMaker, Azure ML). E
  • xposure to LLMs and generative AI frameworks (Hugging Face Transformers, LangChain, OpenAI APIs). F
  • amiliarity with vector databases (FAISS, Pinecone, Weaviate) and embedding techniques. E
  • xperience with cloud platforms (Azure, AWS, GCP) and container orchestration (Docker, Kubernetes). K
  • nowledge of big data ecosystems (Spark, Hadoop, Databricks) and real-time data streams (Kafka, Flink). P
  • roficiency in SQL and NoSQL databases (PostgreSQL, MongoDB, Redis). U
  • nderstanding of CI/CD pipelines and DevOps practices for AI/ML workflows. E
  • xperience with model interpretability and explainability tools (SHAP, LIME). K
  • nowledge of Responsible AI principles and bias mitigation strategies. F
  • amiliarity with edge AI deployment (ONNX, TensorRT, Coral, NVIDIA Jetson). E
  • xposure to graph-based ML and knowledge graphs. P
  • roven ability to lead cross-functional teams and drive delivery in agile environments. S
  • trong problem-solving mindset with a bias toward experimentation and iteration. E
  • xcellent communication and stakeholder management skills. A
  • bility to evaluate alternative solutions and articulate technical decisions clearly. P
  • assion for staying current with AI trends, research, and emerging technologies.

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