4 дня назад
Principal Data Engineer (AI/ML)
160 000 - 170 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Data Engineer (AI/ML): Building scalable AI/ML data platforms, distributed processing systems, cloud-native services, and production ML pipelines with an accent on microservices, AWS, Kubernetes, and retrieval-augmented generation. Focus on designing streaming and batch pipelines, deploying models, integrating vector databases, and solving reliability and performance challenges in enterprise-scale distributed systems.
Location: Hybrid role based in Waltham, Massachusetts, at 10 CityPoint
Base salary: USD 160,000–170,000 per year
Company
SS&C provides AI-powered technology and services for financial services and healthcare organizations, supporting data management, automation, and large-scale operational platforms.
What you will do
- Lead the design and development of scalable AI/ML data platforms, distributed data processing systems, and cloud-native applications.
- Build end-to-end machine learning pipelines covering data ingestion, feature engineering, training, validation, deployment, monitoring, and retraining.
- Develop batch and streaming pipelines with Kafka, Flink, Spark, Airflow, and similar distributed processing technologies.
- Build microservices, REST APIs, reusable platform services, and enterprise data processing components.
- Design RAG pipelines, embedding services, semantic search capabilities, and vector database integrations.
- Drive platform modernization, cloud infrastructure, CI/CD automation, observability, production troubleshooting, and technical standards.
Requirements
- Strong expertise in Python, Java, Spring Boot, REST API development, and microservices architecture.
- Experience building production-grade AI/ML platforms, ML pipelines, MLOps workflows, and distributed data processing applications.
- Hands-on experience with AWS, Kubernetes, Docker, Terraform or CloudFormation, ECS, and EKS.
- Knowledge of relational, NoSQL, and vector databases including Oracle, PostgreSQL, Redshift, Aurora, MongoDB, Milvus, Pinecone, or Chroma.
- Experience with CI/CD, infrastructure as code, monitoring, logging, observability, Linux, and software engineering best practices.
- 8+ years of software engineering, data engineering, or AI platform engineering experience, with technical leadership and mentoring experience.
Nice to have
- Bachelor’s or Master’s degree in Computer Science, Engineering, Information Systems, Data Science, or a related field.
- Experience with Generative AI, RAG, LLM deployment, embedding pipelines, semantic search, Kubeflow, or MLflow.
- Experience designing fault-tolerant, highly available distributed systems and leading enterprise-scale platform initiatives.
Culture & Benefits
- Work with financial services and healthcare industry experts on large-scale enterprise environments.
- Medical, dental, and vision coverage.
- 401(k) plan with company match.
- Paid time off, holidays, and parental leave.
- Professional development reimbursement opportunities.
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