Machine Learning Architect
4 weeks ago
Project Description:
We are seeking an experienced ML Architect/ Machine Learning Lead to join an R&D team working on cutting-edge projects at Grid Dynamics, where the team focuses on developing machine learning and data science solutions that power internal tools and track key metrics in the industry.
Key Responsibilities:
- Lead and mentor an R&D team of 10 data scientists and machine learning engineers.
- Define and build the architecture for complex data science and machine learning solutions.
- Take ownership of end-to-end project delivery: from ideation, research, and algorithm development, to implementation and deployment.
- Conduct in-depth research and experimentation to improve the performance and capabilities of predictive models.
- Work closely with cross-functional teams to gather requirements, define project goals, and drive alignment across departments.
- Design and implement scalable solutions in machine learning and data science, leveraging AWS and other technologies as appropriate.
Tech Stack:
- Machine Learning (ML) and Data Science (DS)
- Cloud infrastructure: AWS
- Additional technologies and tools to be determined based on the project’s needs.
Qualifications:
- Experience: 8-9+ years in Data Science and Machine Learning, with a proven track record of leading teams and delivering impactful solutions.
- Leadership: Significant experience leading teams, mentoring junior staff, and taking ownership of project architecture and strategy.
- Technical Expertise: Strong hands-on experience with machine learning algorithms, data science techniques, and data modeling.
- Program Management: Ability to initiate and drive complex projects from the ground up, including conducting deep research, gathering requirements, and developing solutions.
- Research & Development: A strong background in both research and practical implementation. The ideal candidate is a combination of a top-tier data scientist and machine learning engineer, able to balance the theoretical with the practical.
Nice to Have:
- Experience with large-scale, cloud-based machine learning solutions (e.g., AWS, TensorFlow, PyTorch).
- Familiarity with content compliance, risk management, or similar industries would be a plus.
Personal Attributes:
- Strong communicator with the ability to explain complex technical concepts to non-technical stakeholders.
- A self-starter with a passion for problem-solving and innovation.
- Ability to work independently and thrive in a fast-paced, collaborative environment.
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