Lead Cloud Data & AI Engineer / Solutions Architect

Innova Software Services Inc.
Reston, VA, United States
24 days ago
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Role details

Contract type
Temporary to permanent
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
10 years minimum
Working hours
Regular working hours

Tech stack

Artificial Intelligence Airflow Amazon Web Services Big Data BigQuery Cloud Computing Cloud Database Computer Programming Databases Data Architecture Information Engineering Dataspaces
+20 more
Distributed Data Store Data Flow Control Identity and Access Management Python (Programming Language) PostgreSQL Machine Learning Oracle (Applications) Tensorflow Cloudera SQL Databases Google Cloud Pytorch Large Language Models Database Optimization Apache Spark Pyspark Machine Learning Operations Data Pipelines Serverless Computing Apache Beam

Job description

We are seeking an experienced Lead Cloud Data & AI Engineer / Solutions Architect with deep expertise in Google Cloud Platform (GCP), enterprise data architecture, AI/ML, and modern data engineering. The ideal candidate will bring strong hands-on technical expertise along with the ability to lead architecture discussions, advise stakeholders, and design scalable cloud data and AI solutions for complex, security-conscious environments. Key Responsibilities

  • Design and architect scalable cloud-based data and AI solutions using GCP.
  • Build and optimize large-scale data pipelines, lakehouse architectures, and distributed data platforms.
  • Develop solutions using BigQuery, Dataflow, Dataproc, Cloud Composer, Pub/Sub, and dbt.
  • Design and optimize relational and distributed database environments.
  • Support database performance tuning, replication, modernization, and migration initiatives.
  • Develop, deploy, and operationalize machine learning models and LLM-based pipelines.
  • Implement and support MLOps practices for production AI/ML workloads.
  • Provide technical leadership and architectural guidance to engineering and business stakeholders.
  • Conduct technical workshops, architecture reviews, and solution-design sessions.
  • Design solutions appropriate for highly regulated, security-conscious, and public-sector environments.

Requirements

  • 10+ years of experience working with relational and/or distributed database technologies.
  • Advanced hands-on experience with the Google Cloud data ecosystem.
  • Strong expertise in BigQuery, including architecture, IAM, performance, and large-scale data processing.
  • Experience with Dataflow / Apache Beam.
  • Experience with Dataproc, Serverless Spark, and PySpark.
  • Experience with Cloud Composer / Apache Airflow.
  • Experience with Pub/Sub and dbt.
  • Strong database experience with technologies such as PostgreSQL, AlloyDB, Oracle, and Cloud SQL.
  • Experience with database performance tuning, replication, and migrations.
  • Strong programming experience with Python.
  • Experience developing and operationalizing AI/ML models and LLM pipelines.
  • Experience with frameworks and tooling such as PyTorch, TensorFlow, and MLOps platforms.
  • Familiarity with security and compliance requirements applicable to highly regulated or public-sector cloud environments, including environments aligned with standards such as DoD IL5/IL6.
  • Excellent stakeholder communication, technical advisory, architecture consulting, and workshop facilitation skills.

Preferred Qualifications GCP Professional certifications such as Professional Data Engineer, Professional Machine Learning Engineer, Professional Cloud Architect, or Professional Cloud Database Engineer are preferred., Machine Learning Engineer 4 (Python, AWS, SQL, GenAI) (Enterprise Platforms Technology) Do you love building and pioneering in the AI and technology space? Do you enjoy solving com…

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