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AI/ML Senior Software Engineer
2 months ago
Description
About Us
Realy is at the forefront of the virtual reality revolution, creating an extended reality social media application built on a cutting-edge spatial computing platform. Our mission is to enable users to share their recorded and live content in a fully immersive 3D experience, capturing memories in the best possible way.
Realy is seeking a highly skilled and experienced AI/ML Senior Software Engineer to join our innovative team. In this role, you will leverage your expertise in artificial intelligence and machine learning to enhance our VR platform, ensuring it provides a seamless, interactive, and immersive experience for our users. You will work closely with cross-functional teams to design, implement, and deploy machine learning models and algorithms that drive the core functionalities of our application.
Responsibilities:
- Design, develop, and deploy AI/ML models and algorithms to address complex business challenges and opportunities.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Conduct exploratory data analysis and feature engineering to prepare data for model development.
- Train, validate, and optimize machine learning models using state-of-the-art techniques and methodologies.
- Implement AI/ML solutions into production systems and applications, ensuring scalability, reliability, and performance.
- Develop and maintain data pipelines and workflows for efficient data processing and model training.
- Stay updated on the latest advancements in AI/ML technologies, tools, and frameworks.
- Mentor junior engineers and provide technical guidance and support.
- Participate in code reviews, architectural discussions, and technical documentation efforts.
- Collaborate with product managers and stakeholders to prioritize and roadmap AI/ML initiatives.
Requirements
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or related field.
- 3 – 5 years of experience in software engineering, with a focus on AI/ML development.
- Proficiency in programming languages such as Python, Java, or Scala.
- Strong understanding of machine learning concepts and algorithms, including supervised and unsupervised learning, deep learning, reinforcement learning, etc.
- Experience with machine learning frameworks such as TensorFlow, PyTorch, scikit-learn, etc.
- Knowledge of data processing and analysis tools such as pandas, NumPy, Spark, etc.
- Familiarity with cloud platforms and services (e.g., AWS, Azure, Google Cloud Platform) for AI/ML development and deployment.
- Excellent problem-solving and analytical skills, with a focus on delivering high-quality solutions.
- Strong communication and collaboration abilities, with the ability to work effectively in a team environment.
- Ability to adapt to changing priorities and work independently in a fast-paced environment.
Benefits
- Fast moving, challenging and unique business problems
- Strong learning and development plans for your career growth
- International work environment and flat organization
- Competitive salary
- Flexible working hours & arrangement, Casual work attire
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