Sirian Group · 2 days ago
Senior Data + AI/ML Engineer
Walnut Creek, CA
Part-time
Hybrid
Senior LevelSirian Group is seeking a Senior Data + AI/ML Engineer to architect and lead end-to-end data and AI platforms. The role involves working with data ingestion, processing, and model training, along with designing and deploying AI/ML solutions on AWS.
Information Technology & Services
No H1B
U.S. Citizen OnlyHiring Manager
NaveeN Kumar Ravella
Responsibilities
Strong experience with Python and ML frameworks such as TensorFlow, PyTorch, scikit-learn etc
Solid understanding of supervised and unsupervised learning including classification, clustering, and predictive modeling techniques
Expert level experience with AWS, including designing, deploying and managing production grade AI/ML solutions using service such as S3, EC2, EKS/ECS, Lambda, RDS, IAM etc
Proven experience working designing and building large scale, complex datasets including data transformation, normalization and data quality management etc
Hands on experience deploying and operating ML workloads in AWS GovCloud with strong knowledge of security, compliance, and government cloud constraints
Strong experience designing and implementing Retrieval-Augmented Generation (RAG) architectures, including document generation, vector and LLM integration
Experience integrating LLMs with structured and unstructured data to generate accurate, explainable and context aware responses
Strong understanding of ML Ops and LLM Ops practices, including model/version management, prompt management, evaluation, monitoring and retraining
Experience building scalable batch and real time pipelines for data engineering, ML and generative AI workloads
Familiarity with data security, privacy and compliance requirements in regulated or public sector environments
Excellent communication and collaboration skills with the ability to work independently and drive technical initiatives
Qualification
Required
Strong experience with Python and ML frameworks such as TensorFlow, PyTorch, scikit-learn etc
Solid understanding of supervised and unsupervised learning including classification, clustering, and predictive modeling techniques
Expert level experience with AWS, including designing, deploying and managing production grade AI/ML solutions using service such as S3, EC2, EKS/ECS, Lambda, RDS, IAM etc
Proven experience working designing and building large scale, complex datasets including data transformation, normalization and data quality management etc
Hands on experience deploying and operating ML workloads in AWS GovCloud with strong knowledge of security, compliance, and government cloud constraints
Strong experience designing and implementing Retrieval-Augmented Generation (RAG) architectures, including document generation, vector and LLM integration
Experience integrating LLMs with structured and unstructured data to generate accurate, explainable and context aware responses
Strong understanding of ML Ops and LLM Ops practices, including model/version management, prompt management, evaluation, monitoring and retraining
Experience building scalable batch and real time pipelines for data engineering, ML and generative AI workloads
Excellent communication and collaboration skills with the ability to work independently and drive technical initiatives
Preferred
Familiarity with data security, privacy and compliance requirements in regulated or public sector environments
Company
Sirian Group
Sirian Group is more than just an IT staffing company—we’re a launchpad for tech talent. We specialize in helping international students in the U.S.
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase