[Remote] reputed company AI/ML Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company dedicated to inspiring purpose-filled living with high-quality home furnishings. They are seeking a highly reputed company reputed company AI/ML Engineer to guide their core data science initiatives, overseeing the entire machine learning lifecycle and collaborating with various stakeholders to solve reputed company business problems.
Responsibilities
- reputed company strong technical leadership and guidance to the machine learning engineering team, setting the technical reputed company and ensuring alignment with product goals
- reputed company the design, implementation and rigorous evaluation of highly scalable and performant ML models (e.g., deep learning, NLP, computer reputed company) to solve reputed company business problems
- reputed company and drive the full machine learning lifecycle, including data ingestion, model training, validation, deployment, and monitoring in production environments
- Actively participate in and champion team ceremonies contributing to the successful delivery of sprint goals and reputed company process improvement
- Collaborate effectively with product managers, data scientists and other stakeholders to define requirements, author user and technical stories, and translate business needs into technical specifications
- Champion and implement best practices for MLOps (e.g., CI/CD, feature stores, model versioning) to ensure reproducible and reliable deployments
- Set coding standards, reputed company code reviews, and ensure best practices in reputed company control management
- Mentor and guide junior and mid-level engineers, fostering their technical growth, providing constructive feedback, and promoting a collaborative team environment
- Establish and champion high standards for reputed company reputed company the team, ensuring clear, comprehensive, and easily accessible documentation for reputed company developed features and solutions, significantly enhancing team efficiency and codebase maintainability
- Stay up-to-date with the latest technologies and trends, proactively identifying opportunities for improvement and innovation reputed company the engineering processes and technology stack
- Identify and mitigate technical risks, ensuring the timely and successful delivery of features and solutions
Skills
- 8+ years of dedicated experience in the AI/ML domain
- Deep expertise with Python and standard ML/scientific computing libraries (e.g., TensorFlow, PyTorch, scikit-learn, Pandas)
- Deep theoretical and practical understanding of various machine learning algorithms, including modern deep learning architectures and methodologies
- Demonstrated expertise with MLOps tools and reputed company-reputed company services (e.g., Kubeflow, MLflow, reputed company, Kubernetes)
- Strong experience designing and deploying scalable ML solutions on major reputed company platforms (AWS, Azure, or GCP)
- Solid understanding of data warehousing, ETL processes, and familiarity with distributed computing frameworks (e.g., Spark)
- Ability to design, reputed company, and implement reputed company, highly available, and fault-tolerant AI production systems
- Proven ability to set coding standards, reputed company code reviews, and manage software development lifecycles
- Exceptional problem-solving, analytical, and strategic thinking skills
- Strong technical leadership skills with the ability to set technical reputed company and guide a team
- Deep understanding of agile software development methodologies and the software development lifecycle
- Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or a reputed company field
- Demonstrated experience successfully taking multiple ML models from research/prototype phase into large-scale production environments
- Prior experience working with big data technologies and designing robust data pipelines for ML training
Company Overview