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AI Innovation Leader
3 weeks ago
We are seeking a highly creative and hands-on Senior AI/ML Engineer to join our dynamic team.
This role requires building from the ground up—someone passionate about designing agent-driven architectures and inventing new frameworks to solve real-world problems.
- Key Responsibilities:
- Design, develop, optimize, and deploy robust ML models and pipelines into production using strong Python and SQL expertise.
- Architect and implement innovative, scalable, agent-driven AI solutions, emphasizing creative problem-solving and thinking beyond standard libraries.
- Leverage a strong foundation in linear algebra, calculus, probability, and statistics to solve challenging ML problems.
- Implement a variety of ML algorithms, including Linear/Logistic Regression, Tree-based models (XGBoost), Clustering, and Anomaly Detection.
- Apply geometric computation and 3D spatial reasoning to unique problem domains—a key advantage in this role.
- Champion software excellence through Test-Driven Development (TDD) and contribute to our cloud-native AWS infrastructure.
- Work cross-functionally as a senior technical member, driving projects from conception to deployment.
- 5+ years of proven experience as a hands-on Senior AI/ML Engineer or Senior Developer.
- Expert-level proficiency in Python and SQL.
- A demonstrated portfolio of creative problem-solving and the ability to independently devise new approaches.
- Hands-on experience in designing or implementing agent-driven architectures or frameworks.
- Solid familiarity with Test-Driven Development (TDD) practices.
- Experience with deploying models on cloud platforms; AWS is highly preferred.
- Strong background in applying geometric concepts, simulations, or spatial reasoning through code.
- Experience with reinforcement learning (RL) or autonomous agents.
- Familiarity with modern MLOps tools and practices (e.g., Docker, Kubernetes, MLflow, SageMaker).
- A background in a research-heavy or innovation-focused environment.