Machine Learning Engineer
Job Description
Adidev Technologies Inc is hiring a Jr-Mid Machine Learning Engineer with an emphasis on Generative AI to design, deploy, and improve ML systems from end to end.
Responsibilities
- Architect, refine, and optimize sophisticated machine learning models and algorithms, turning complex datasets into actionable outputs.
- Own data modeling projects across the full lifecycle, from business requirements through deployment and ongoing monitoring.
- Perform comprehensive data analysis, including preprocessing and feature engineering, and apply Generative AI algorithms for novel solution development.
- Collaborate cross-functionally to integrate Generative AI models into offerings and improve product capabilities and user experiences.
- Use advanced analytical approaches on large datasets to identify trends, anomalies, and improvement opportunities.
- Execute data preprocessing, feature engineering, and algorithm optimization to improve model accuracy and efficiency.
- Conduct exploratory data analysis to extract insights that inform strategic decisions.
- Stay current on ML trends and implement best practices and tools, including AutoML, MLOps, and interpretability frameworks.
- Support compliance with industry standards and regulatory requirements with a focus on ethical AI.
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 using Generative AI models and frameworks, including GANs or Transformers, 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.
- Strong problem-solving, collaboration, and communication skills.
- Capability to develop and implement cutting-edge ML models with a focus on Generative AI use cases such as text generation, image synthesis, and creative AI.
- Ability to stay ahead of AI research, especially Generative AI, and apply new findings to project execution.
- Proficiency in Python and ML libraries including TensorFlow, PyTorch, and scikit-learn.
- Background in cloud computing and big data platforms including AWS, Azure, and GCP, with hands-on experience using cloud-based ML services and serverless architectures.
- Familiarity with DevOps for AI, including containerization with Docker and Kubernetes, CI/CD pipelines, and MLOps practices.
- Experience facilitating knowledge sharing and best practices in AI/ML with an emphasis on Generative AI within the team.
- Ensure implementations follow ethical guidelines and data privacy standards.
Technologies
- Python
- TensorFlow, PyTorch, scikit-learn
- GANs, Transformers
- SQL, NoSQL
- AWS, Azure, GCP
- Docker, Kubernetes
- CI/CD
- AutoML, MLOps
- Serverless architectures
Location
- Austin, TX (onsite)
Benefits
- Competitive salary range: based on experience and market value
- Paid relocation
- Remote assistance support
- Regular salary reviews
How Adidev Will Guide You
- Teaching and Development: dedicated support to build skills for delivering top-tier solutions to end clients.
- Custom Support: teams including Development Managers and Tech Subject Matter Experts.
- Project Placement: a market-expertise team to help secure and thrive in client projects.
- Career Growth: enable industry experience to support your technical journey.
How to Apply
- Submit a comprehensive application including a latest updated resume and a detailed cover letter.