Lead Data Engineer
1 day ago
About the Job
\Cognizant is seeking a Senior Machine Learning/AI Engineer to join our Data & AI practice, driving innovation and growth through technological advancements. This role combines deep technical expertise with consulting skills to deliver cutting-edge AI solutions.
\As a Senior Machine Learning/AI Engineer, you'll lead complex machine learning projects, develop and deploy state-of-the-art machine learning models, and conduct comprehensive data analysis to inform model development. You'll implement robust data pipelines, optimize model performance, and deploy machine learning models into production environments.
\You'll also collaborate with cross-functional teams to understand business requirements and translate them into technical solutions, ensuring that the machine learning models align with business objectives. Your excellent communication skills will enable you to explain complex technical concepts to both technical and non-technical audiences.
\Requirements
\- \
- Master's degree in Computer Science, Data Science, or related field.\
- 5+ years of experience in machine learning and AI development.\
- Strong foundation in machine learning algorithms and statistical modeling.\
- Expert-level proficiency in Python and related ML libraries (scikit-learn, TensorFlow, PyTorch).\
- Experience with deep learning frameworks and architectures (CNNs, RNNs, Transformers).\
- Practical experience with MLOps tools and practices.\
- Strong knowledge of data engineering principles and practices.\
- Experience with distributed computing platforms (Spark, Databricks).\
- Proficiency in SQL and experience with both relational and NoSQL databases.\
- Experience with cloud platforms (AWS, Azure, or GCP) for ML workloads.\
- Strong software engineering practices and version control (Git).\
- Excellent communication skills and ability to explain complex technical concepts.\
- Experience with containerization (Docker) and orchestration (Kubernetes).\
- Familiarity with modern AI tools and frameworks (Hugging Face, OpenAI, etc.).\
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