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Senior Data Engineer - AI
- New York, New York, United States
- New York, New York, United States
Über
You will build real-time, user-facing AI features that directly shape business planning and decision-making. This role demands strong machine learning expertise paired with data engineering skills—providing unique growth at the intersection of AI and enterprise software.
Your Impact
Contribute to the data architecture, design, and deployment of scalable Generative AI and Machine Learning systems into production environments.
Develop end-to-end GenAI features, including backend API services, model integration, model monitoring, evaluations, and deployments.
Integrate and optimize LLMs for specific business planning use cases, including prompt engineering and RAG implementation.
Design and build the retrieval and knowledge layer powering our RAG and agentic workloads, such as vector databases, graph databases, knowledge graphs, hybrid search, and embedding pipelines.
Help design the knowledge graph that captures the semantics of customer models, metrics, hierarchies, and relationships.
Build the data plane for evaluation and continuous improvement, working with cutting‑edge conversational and agentic AI technologies.
Engineer the feature and context pipelines that feed forecasting and anomaly‑detection models at customer scale, balancing batch and streaming patterns.
Implement evaluation frameworks to measure and improve GenAI feature quality, including accuracy, latency, and user satisfaction metrics.
Qualifications
Extensive data engineering experience with a track record of delivering complex projects.
Hands‑on experience building and shipping AI/ML products in production.
Practical experience with LLM‑based systems: RAG architectures, embedding pipelines, prompt and response logging, and evaluation frameworks.
Hands‑on expertise with vector databases, graph databases, and knowledge graphs.
End‑to‑end exposure to the model development lifecycle, including experience training and deploying ML models in production environments.
Solid knowledge of LLM APIs, prompt engineering, and conversational AI patterns.
Strong expertise in MLOps and LLMOps, ensuring scalable, reliable, and monitorable model deployments.
Proficiency in Python and modern software development practices (testing, code review, CI/CD).
Desirable
Hands‑on experience with cloud‑native ML infrastructure platforms.
Knowledge of vector databases (e.g., Pinecone, Weaviate, Qdrant) and embedding models.
Experience with model serving frameworks (e.g., vLLM, TensorRT, Ray).
Background in forecasting, planning, or analytics applications.
Experience with A/B testing and experimentation frameworks for AI features.
Experience with model observability tools (e.g., LangSmith, W&B, MLflow).
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Our Commitment to Diversity, Equity, Inclusionand Belonging (DEIB) We believe attracting and retaining the best talent and fostering an inclusive culture strengthens our business. DEIB improves our workforce, enhances trust with our partners and customers, and drives business success. Build your career in a place where diversity, equity, inclusion and belonging aren’t just words on paper – this is what drives our innovation, it’s how we connect, and it contributes to what makes us a market leader. We believe in a hiring and working environment where all people are respected and valued, regardless of gender identity or expression, sexual orientation, religion, ethnicity, age, neurodiversity, disability status, citizenship, or any other aspect which makes people unique. We hire you for who you are, and we want you to bring your authentic self to work every day!
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, perform essential job functions, and receive equitable benefits and all privileges of employment. Please contact us to request accommodation.
Fraud Recruitment Disclaimer It has come to our attention that fraudulent and fictitious job opportunities are being circulated on the Internet. Prospective candidates are being contacted by certain individuals, mainly through telephone calls, emails and correspondence, claiming they are representatives of Anaplan. The main purpose of these correspondences and announcements is to obtain privileged information from individuals.
Anaplan does not:
Extend offers to candidates without an extensive interview process with a member of our recruitment team and a hiring manager via video or in person.
Send job offers via email. All offers are first extended verbally by a member of our internal recruitment team whenever possible and then followed up via written communication.
All emails from Anaplan would come from an @anaplan.com email address. Should you have any doubts about the authenticity of an email, letter or telephone communication purportedly from, for, or on behalf of Anaplan, please send an email to people@anaplan.com before taking any further action in relation to the correspondence.
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Sprachkenntnisse
- English
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