Artificial Intelligence Architect
4 weeks ago
We are seeking an experienced Artificial Intelligence Architect to lead our AI/ML initiatives and drive innovation in data science and machine learning.
Key Responsibilities:- Design and implement AI/ML solutions across various teams, including Data Scientists, Data Engineers, ML Engineers, and Cloud teams.
- Analyze complex problems and develop data science algorithms with a focus on computational efficiency and scalability.
- Collaborate with stakeholders to influence data science strategies and improve baseline models.
- Develop and deploy machine learning models using MLOps frameworks like Kubeflow, MLFlow, and Airflow Pipelines.
- Experience with deep learning approaches, modeling frameworks (PyTorch, TensorFlow, Keras), and interpretability libraries (Lime, Shap).
- Strong implementation experience with Python, Linux/Unix/Shell environments, and distributed computing platforms.
- Experience with Hive, Spark, Teradata, and NOSQL databases, as well as code versioning tools like GIT and bit bucket.
- Productionizing ML models in cloud platforms (AWS, GCP, Azure) and building automated/semi-automated model retraining pipelines.
- Excellent communication skills to educate and work with cross-functional teams on controlled experiments.
- 10+ years of experience working with large data sets or performing large-scale quantitative analysis.
- Experience in machine learning, supervised and unsupervised, including forecasting, classification, data/text mining, NLP, search algorithms, and deep learning algorithms.
- Experience with workflow orchestration tools like Kubeflow, Airflow, Argo, or similar tools.
- Exposure to IoT, Edge AI, and willingness to learn and keep up-to-date with technologies.
- Good to have experience in the Mobility/Automotive/Manufacturing domain, whitepaper submissions, and IP filings.
We offer a dynamic work environment, opportunities for growth and development, and a competitive compensation package. If you are a motivated and experienced AI Architect looking to drive innovation and lead AI/ML initiatives, please submit your application.
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