
Posted a day ago
Senior Engineer, Machine Learning
SanDiskSenior Engineer, Machine Learning
Requirements
Master's or PhD in quantitative field, 3-4+ years experience in ML pipelines, Proficiency in Python and SQL, Experience with RESTful APIs, Knowledge of MLOps and CI/CD, Experience with containerization and orchestration
Skills
PythonSQLMLOpsDockerKubernetesStreamlitAWS
About the role
Responsibilities
- Design, develop, and maintain end-to-end machine learning pipelines, including data ingestion, training, evaluation, deployment, and monitoring.
- Build and own production-grade, scalable, and fault-tolerant ML services and API-driven systems.
- Architect async workflows and integrate ML solutions into complex production environments and distributed systems.
- Develop internal analytical tools and interactive ML dashboards using Streamlit for model insights and experimentation.
- Collaborate with data scientists and stakeholders to deliver impactful, reliable ML solutions with strong observability and guardrails.
Requirements
- Master’s or PhD in Statistics, Data Science, Computer Science, or a related quantitative field.
- 3–4+ years of experience in data science or building machine learning pipelines.
- Strong proficiency in Python (pandas, numpy, scikit-learn) and SQL.
- Experience building RESTful APIs and working with asynchronous programming.
- Proven experience managing the full ML lifecycle and implementing MLOps practices (experiment tracking, model versioning, CI/CD).
- Hands-on experience with containerization (Docker) and orchestration platforms (e.g., Kubernetes, Airflow).
Preferred Qualifications
- Experience working with Databricks or AzureML.
- Familiarity with big data technologies such as Spark or PySpark.
- Experience with cloud platforms including AWS, Azure, or GCP.
- Knowledge of Infrastructure as Code (IaC) and distributed data processing systems.
About the Company
SanDisk is a leading global provider of flash memory and solid-state storage solutions, designing and manufacturing products such as SSDs, memory cards, and USB flash drives for consumer, mobile, and enterprise applications. A pioneer in flash technology since 1988, SanDisk remains one of the world’s largest suppliers of NAND flash memory.
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SanDisk · Bangalore
