Senior Data Engineer
5 Months ago • 5 Years +
Data Analysis
Job Description
We are seeking a Senior Data Engineer to join our team in developing a new experience for RPG players. This role involves utilizing machine learning to solve complex challenges in game development, collaborating with designers and developers to integrate AI-driven content, and spearheading best practices in data engineering. The ideal candidate will contribute to ethical AI development and stay abreast of the latest advancements in the field. This position requires a deep understanding of AI, experience with cloud computing, and a creative approach to problem-solving.
Must Have:
- 5+ years of data engineering experience, with focus on AI/ML technologies.
- Experience in designing and deploying scalable AI models.
- Proficiency in Python, TensorFlow, and PyTorch.
- Familiarity with cloud computing services (AWS, Google Cloud, or Azure).
We're looking for an experienced Senior Data Engineer to join this team in creating a new experience for RPG players. The company is working to deliver a unique first title which combines influences from multiple games.
Responsibilities:
- Utilize machine learning techniques to solve complex challenges across various aspects of game development, from narrative design to dynamic environment creation to quality assurance testing.
- Collaborate closely with game designers and developers to integrate AI-driven content seamlessly into game projects, enhancing gameplay and player engagement.
- Collaborate with cross-functional teams to design and conduct experiments and data-driven optimizations.
- Spearhead the adoption of best practices in data engineering, ensuring scalable, efficient, and maintainable codebases.
- Actively contribute to the ethical AI development discourse, ensuring that all AI models and tools developed uphold the highest standards of integrity and fairness.
- Drive continuous improvement by staying abreast of the latest advancements in AI and machine learning research, exploring their potential applications in gaming.
Qualifications:
- A minimum of 5 years of experience in data engineering, preferably with a focus on generative AI and machine learning technologies.
- Proven track record of designing, implementing, and deploying scalable AI models, preferably within the gaming industry or a related field.
- An open and flexible mindset, ready to take on different challenges, as we like prototyping but sometimes need to “kill our darlings”.
- Strong proficiency in programming languages and frameworks relevant to AI development, such as Python, TensorFlow, and PyTorch.
- Familiarity with cloud computing services (AWS, Google Cloud, or Azure) and their application in AI model training and deployment.
- Excellent problem-solving skills, with a creative approach to overcoming technical and design challenges.
- A strong portfolio showcasing previous projects that have successfully utilized AI in creative or innovative ways.
- A commitment to ethical principles in AI development, with an understanding of the broader implications of AI technology in society.
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