Senior Software Engineer - AI
TBC Corporation3 months ago
Hyderābād, IndiaSenior
Responsibilities
- Design, train, optimize, evaluate, and deploy production-grade machine learning models.
- Build scalable data pipelines for feature engineering, model training, and large-scale data processing.
- Develop and maintain reproducible MLOps workflows and automate model deployment and lifecycle management across environments.
- Implement model drift detection, performance monitoring, experiment tracking, and automated retraining strategies.
- Work with Snowflake and Databricks while ensuring data quality, consistency, and governance compliance.
- Collaborate with data scientists, software engineers, product teams, analytics teams, and stakeholders to align ML solutions with business goals.
- Design dashboards and visualizations that provide actionable insights.
- Document ML workflows, best practices, and operational guidelines.
Requirements
- 5–7 years of experience in ML engineering or applied machine learning.
- Strong proficiency in Python, Pandas, Dask, NumPy, and Scikit-learn.
- Hands-on experience with PyTorch or TensorFlow for model development.
- Experience with Airflow, Kedro, MLflow, or equivalent MLOps tools.
- Experience deploying ML models in production through APIs, batch jobs, or streaming.
- Experience with feature stores such as Feast or Tecton and data versioning tools such as DVC.
- Knowledge of distributed training and GPU optimization.
- Experience with Power BI or similar business intelligence tools.
- Understanding of model explainability and responsible AI practices.
- Familiarity with Docker, Kubernetes, and cloud platforms such as Azure, AWS, or GCP.
- Contributions to open-source ML projects or technical blogs.
- Ability to solve complex problems and work effectively in agile, fast-paced environments.
Tech Stack
Apache AirflowApache SparkAWSAzureDatabricksDockerDVCGoogle Cloud PlatformKubernetesMLflowNumPyPandasPythonPyTorchscikit-learnSnowflakeTensorFlow
Categories
About TBC Corporation
TBC Corporation markets and distributes automotive replacement tires and provides car-care services across North America through wholesale, franchise, and international channels. The company sells private‑label tire brands to retailers and dealers, offers supply chain services, and serves consumers and fleets through nearly 470 franchised Big O Tires service centers. Founded in 1956 and headquartered in Palm Beach Gardens, Florida, TBC is a subsidiary of Sumitomo Corporation of Americas.