8 days ago
Base Salary
$109k - $197k/yr
Responsibilities
- Translate business requirements into scalable, high-performance AI architectural blueprints.
- Write clean, modular, maintainable production code for custom AI solutions, pipelines, and integrations.
- Tune, quantize, and prune models to meet performance thresholds.
- Lead development efforts, mentor junior staff, and promote code quality and model security best practices.
- 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.
- Maintain architectural documentation including data flow diagrams and API specifications.
- Design and deliver AI infrastructure, data pipelines, APIs, model monitoring, and enterprise integrations.
Requirements
- 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.
- Strong understanding of neural networks, transformer architecture, loss functions, and optimization.
- Proficiency with Python and Python-based 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 API development and data pipeline architecture experience using technologies such as FastAPI, Flask, Apache Airflow, Kafka, and Spark.
- Proficiency in SQL and familiarity with C++ or Go for high-performance components.
- Expertise with Docker, Kubernetes, vector databases such as Pinecone, Milvus, and Weaviate, and traditional relational or NoSQL databases.
- Ability to integrate AI solutions with enterprise security, compliance, and data governance frameworks.
- Experience mentoring junior staff and leading development activities.
Benefits
- Hybrid work arrangement in Long Beach, California, with three days per week onsite.
- Paid time off including 12–25 vacation days depending on employee 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.