Role - Machine Learning Expert (This role is open to US Citizens, Green Card holders, GC-EAD only. We do not sponsor visas.)Adidev is looking for an adept Machine Learning Engineer to take the helm in deploying advanced machine learning models, with a special emphasis on Generative AI. In this role, you will craft and refine AI-driven solutions, turning innovative ideas into value-adding features and services, thereby solidifying our market leadership and technological forefront for our premier client.
Key Responsibilities:
- Architect and refine sophisticated ML models and algorithms, translating complex datasets into actionable solutions.
- Engage in the full lifecycle of data modeling projects, from understanding business requirements to deployment and monitoring.
- Execute comprehensive data analysis, including preprocessing, feature engineering, and leveraging Generative AI algorithms for novel solutions.
- Lead cross-functional collaborations to integrate Generative AI models into our offerings, enhancing product capabilities and user experiences.
- Apply advanced analytical techniques to analyze vast datasets, identifying trends, anomalies, and opportunities for improvement.
- Execute data preprocessing, feature engineering, and algorithm optimization to enhance model accuracy and efficiency.
- Conduct exploratory data analysis to extract valuable insights and influence strategic decisions.
- Keep abreast of and implement the latest ML trends, tools, and best practices, including AutoML, MLOps, and interpretability frameworks.
- Promote compliance with industry standards and regulatory requirements, emphasizing ethical AI practices.
Requirements:
- Degree in Computer Science, Engineering, Statistics, or a related technical field.
- Demonstrable experience in machine learning, deep learning, NLP, computer vision, reinforcement learning, and/or other AI domains.
- Demonstrable experience with Generative AI models and frameworks, such as GANs or Transformers, applied in industry settings.
- Practical experience with SQL/NoSQL databases, data visualization tools, and version control systems.
- Strong foundational understanding of algorithmic complexity and data structure optimization.
- Excellent problem-solving, collaboration, and communication abilities.
- Develop and implement cutting-edge machine learning models, with a particular focus on Generative AI applications such as text generation, image synthesis, and creative AI.
- Execute comprehensive data analysis, including preprocessing, feature engineering, and leveraging Generative AI algorithms for novel solutions.
- Stay ahead of AI research, especially in Generative AI, applying the latest findings and techniques to drive innovation within our projects.
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, scikit-learn).
- Strong background in cloud computing and big data platforms (AWS, Azure, GCP), with hands-on experience in cloud-based ML services and serverless architectures.
- Familiarity with DevOps for AI, including containerization (Docker, Kubernetes), CI/CD pipelines, and MLOps practices.
- Facilitate knowledge sharing and best practices in AI/ML, particularly focusing on Generative AI, within the team.
- Ensure all AI implementations are compliant with ethical guidelines and data privacy standards.
How to Apply:
Interested candidates are invited to submit a comprehensive application, including a latest updated resume and a detailed cover letter, showcasing your expertise.
Perks and Beyond!
Competitive salary range: Based on experience and market value
Pack your bags! Paid relocation is on us.
We provide support, even from afar, with our remote assistance.
Regular salary reviews? You betcha!
Ready to Embark?
We invite you to take this extraordinary step with us. Showcase your journey in pushing the limits of mobile engineering by submitting your resume and a curated selection of your most influential projects. At Adidev Technologies, we're dedicated to shaping your success. Join us to craft a future powered by innovation and growth.
