招聘

Principal Engineer – AI / ML (Speech, Voice & GenAI Architecture)
Bengaluru, India
·
On-site
·
Full-time
·
1mo ago
必备技能
Azure
Work Flexibility: Hybrid or Onsite
Vocera, now part of Stryker
Vocera, now part of Stryker, is seeking a highly experienced and visionary Principal Engineer – AI/ML to lead the architecture, strategy, and technical direction of our AI-powered speech and voice intelligence platforms.
This role serves as the AI/ML Architect for real-time speech, conversational AI, and GenAI-driven clinical communication systems. You will define long-term technical vision, establish scalable AI architecture patterns, and guide engineering teams in delivering reliable, secure, and high-performance AI systems deployed at enterprise scale on Microsoft Azure.
This is a hands-on architectural leadership role requiring deep expertise in speech technologies, modern ML/LLM systems, distributed architecture, and cloud-native AI platforms.
What You Will Do
AI/ML Architecture & Technical Strategy
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Define and own the end-to-end AI/ML architecture for speech, voice intelligence, and GenAI platforms.
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Establish scalable patterns for real-time speech processing (low-latency ASR, TTS, streaming pipelines).
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Architect RAG-based systems, LLM orchestration layers, semantic search, and conversational AI frameworks.
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Drive design decisions across model hosting, inference optimization, observability, reliability, and cost efficiency.
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Define evaluation frameworks for model quality, accuracy, bias, hallucination control, and safety.
Platform & System Design
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Design enterprise-grade, cloud-native AI systems on Microsoft Azure.
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Lead architectural decisions for:
Model lifecycle management
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Multi-model orchestration
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Feature stores and vector databases
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High-throughput inference pipelines
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Secure data handling in healthcare environments
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Ensure systems meet performance SLAs (latency, throughput, error rates) and compliance requirements.
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Drive multi-region scalability and disaster recovery strategy for AI workloads.
Speech & Voice Intelligence Leadership
- Architect solutions for:
Real-time speech-to-text and text-to-speech
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Domain-adapted ASR models
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Intent recognition and entity extraction
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Conversational AI assistants
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Summarization and contextual intelligence
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Define strategies for handling accents, noisy environments, and healthcare-specific terminology.
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Guide model fine-tuning and adaptation for clinical communication use cases.
Gen
AI & LLM Systems:
- Lead adoption of LLM-based architectures including:
RAG pipelines
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Prompt orchestration frameworks
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Guardrails and safety layers
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Evaluation and monitoring systems
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Define best practices for prompt engineering, model benchmarking, and production hardening.
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Drive responsible AI practices including governance, auditability, and compliance.
Engineering Leadership & Influence
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Provide architectural guidance across multiple pods and teams.
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Review and approve technical designs impacting AI systems.
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Mentor senior engineers and elevate AI engineering maturity across the organization.
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Partner with Product, UX, Security, DevOps, and Platform teams to align AI capabilities with business strategy.
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Participate in customer and executive discussions to translate technical vision into business value.
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Drive innovation initiatives, patents, and strategic technical investments.
Required Qualifications
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Bachelor’s or Master’s degree in Computer Science, Engineering, AI, or related field.
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12+ years of experience in software engineering with substantial experience in AI/ML systems.
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6+ years of experience designing and deploying production-grade AI/ML architectures.
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Deep expertise in speech technologies (ASR/TTS), NLP, and modern LLM systems.
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Strong proficiency in Python and AI frameworks (Py Torch, Tensor Flow, etc.).
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Proven experience architecting AI workloads on Microsoft Azure.
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Strong background in distributed systems, backend architecture, APIs, and data pipelines.
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Demonstrated experience leading architecture decisions across multiple teams.
Preferred / Strongly Desired Qualifications
AI / ML & GenAI
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Hands-on experience with Azure OpenAI, Azure ML, and enterprise LLM deployments.
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Experience designing RAG architectures with vector databases and semantic search.
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Expertise in model evaluation frameworks, ML observability, and performance tuning.
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Experience adapting or fine-tuning speech models for domain-specific use cases.
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Familiarity with Lang Chain, MLflow, prompt evaluation tooling, and model governance frameworks.
Cloud & Platform
- Deep experience with:
Azure OpenAI
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Azure ML
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Azure AI Search
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Azure Functions / Container Apps
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Kubernetes-based model serving
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Experience with CI/CD for ML systems (MLOps best practices).
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Exposure to AWS or GCP AI services is a plus.
Healthcare / Enterprise Systems
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Experience building secure, compliant systems in regulated environments.
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Understanding of PHI handling, data privacy, and enterprise-grade security controls.
Travel Percentage: 10%
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关于Stryker

Stryker
PublicStryker Corporation is an American multinational medical technologies corporation based in Kalamazoo, Michigan.
10,001+
员工数
Kalamazoo
总部位置
$75B
企业估值
评价
2.9
2条评价
工作生活平衡
3.0
薪酬
2.5
企业文化
2.5
职业发展
2.8
管理层
2.0
35%
推荐给朋友
优点
Well-known company in medical field
Potential for career growth
Opportunity to build teams
缺点
Low compensation
Poor management practices
Unfulfilled promotion promises
薪资范围
2,009个数据点
Senior/L5
Senior/L5 · Senior Portfolio Manager
1份报告
$173,157
年薪总额
基本工资
$150,571
股票
-
奖金
-
$173,157
$173,157
面试经验
4次面试
难度
2.8
/ 5
时长
14-28周
体验
正面 0%
中性 50%
负面 50%
面试流程
1
Application Review
2
HR Screen
3
Hiring Manager Interview
4
Gallup Assessment
5
Field Experience/Ride Along
6
Final Presentation
常见问题
Behavioral/STAR
Sales Experience
Culture Fit
Past Experience
Situational Judgment
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