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Tech Lead of Machine Learning and AI Innovation

Posted 2024-09-26

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💎 Seniority level: Lead, 8+ years

📍 Location: Ukraine

🔍 Industry: Market research and insights

🏢 Company: SANDBX

🗣️ Languages: English

⏳ Experience: 8+ years

🪄 Skills: LeadershipPythonMachine LearningPyTorchProduct DevelopmentStrategyData scienceTensorflow

Requirements:
  • Bachelor’s degree in Computer Science, Computer Engineering, Machine Learning/AI, Data Science, or a related field is required; Master’s or PhD preferred.
  • 8+ years of experience in machine learning, specifically with generative AI and synthetic data.
  • Proven project leadership experience in AI/ML from concept to production.
  • Experience in market research or consumer insights is a plus.
  • Expertise in generative AI models (e.g., GANs, VAEs, transformers) and synthetic data generation.
  • Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
  • Strong proficiency in NLP techniques including sentiment analysis and text generation.
  • Understanding of global data privacy regulations and ethical AI considerations.
  • Strategic thinking and tactical execution abilities in a fast-paced environment.
  • Excellent communication and interpersonal skills.
Responsibilities:
  • Develop and execute a machine learning strategy with a focus on generative AI and synthetic data.
  • Assist in building the Innovation team, including machine learning engineers, data scientists, and researchers.
  • Integrate NLP techniques with generative AI models to enhance synthetic data generation.
  • Collaborate with cross-functional teams to align AI initiatives with business objectives.
  • Stay updated with advancements in AI and incorporate them into the company's strategy.
  • Work with data engineers to build and maintain data pipelines.
  • Lead initiatives to develop synthetic data solutions for market research.
  • Tailor AI solutions to specific industry needs and provide actionable consumer insights.
  • Communicate complex AI concepts to non-technical stakeholders.
  • Support sales and marketing teams in demonstrating the value of AI-driven insights.
  • Drive research initiatives for new applications of generative AI and synthetic data.
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