3 days ago
Base Salary
$101k - $183k/yr
Responsibilities
- Translate business requirements into scalable, secure, high-performance AI architectural blueprints.
- Write clean, modular, maintainable production code and develop custom AI solutions, pipelines, and integrations.
- Conduct model tuning, quantization, and pruning to meet performance thresholds.
- Evaluate and select LLM, SLM, and traditional ML models based on latency, cost, and accuracy.
- Integrate AI services with enterprise software, security, compliance, and data-governance frameworks.
- Develop RESTful APIs and data pipelines and support model versioning and monitoring.
- Document architectures, data flows, and API specifications.
- Mentor junior staff and promote code quality, model security, privacy, and secure AI development practices.
Requirements
- At least 10 years of experience designing, developing, and delivering enterprise-scale technology solutions, including AI/ML architectures.
- Experience designing scalable machine learning infrastructure across on-premises, cloud-hybrid, or multi-cloud environments.
- Proficiency with Python-based AI and machine learning frameworks such as PyTorch, TensorFlow, LangChain, and LlamaIndex.
- Hands-on experience with AI CI/CD, model versioning, and monitoring tools such as MLflow, Kubeflow, and Weights & Biases.
- Strong RESTful API development and data-pipeline architecture experience using technologies such as FastAPI, Flask, Apache Airflow, Kafka, and Spark.
- Deep understanding of neural networks, transformer architecture, loss functions, and optimization.
- Strong proficiency in Python and SQL, plus familiarity with C++ or Go for high-performance components.
- Expertise with Docker and Kubernetes for containerization and orchestration.
- Experience with vector databases such as Pinecone, Milvus, and Weaviate, as well as traditional relational and NoSQL databases.
- Ability to work within Agile/Scrum delivery practices and maintain comprehensive technical documentation.
Benefits
- Hybrid work arrangement in Long Beach, California, with three days per week onsite.
- Regular full-time employees may receive paid time off, including 12–25 vacation days depending on grade, company holidays, personal days, and sick leave.
- Medical, dental, and vision coverage, or provincial healthcare coordination in Canada.
- Retirement savings plans such as 401(k) in the U.S. or RRSP in Canada.
- Life and disability insurance and employee assistance programs.
- Additional benefits may be available according to local policy and eligibility.
Tech Stack
Apache AirflowApache KafkaApache SparkC++DockerFastAPIFlaskGoKubernetesMLflowPythonPyTorchSQLTensorFlow
Categories
About Capgemini
Capgemini is a global IT services and consulting firm that delivers strategy, cloud, AI, software engineering, and managed services to large enterprises and public-sector clients. Founded in 1967 and headquartered in Paris, it is publicly traded on Euronext Paris and operates in 50+ countries. The group expanded its engineering capabilities by acquiring Altran in 2020, now operating as Capgemini Engineering.