Associate AI/ML Engineer
Optum Global Solutions · Noida · onsite · Posted 35d ago
Undisclosed3–8 yrsfulltimeSourced from
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About this role
Responsibilities
- Engage in the full software development lifecycle, with a solid focus on coding, testing, and debugging
- Write clean, efficient, and maintainable code following best practices
- Collaborate closely with team members to design, develop, and deploy new features
- Optimize and enhance the performance of existing software applications
- Communicate effectively and regularly with management and technical support teams
- Participate in Scrum meeting, design reviews, test case reviews, and production support readiness reviews for new releases
- Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regard to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so
- Design, develop, and deploy AI-powered solutions using no-code, low-code, and advanced platforms, translating business needs into scalable applications that enhance products, workflows, and decision-making
- B.Tech./MCA (Minimum 16 years of formal education)
- 3+ years of proven experience as a AI Builder or in a similar technical role
- Hands-on experience as a AI/ML/Full Stack Engineer (FSE) with a solid understanding of micro-services
- AI/ML Engineering Tech Stack
- Python (backend AI systems, async, microservices)
- LLM APIs (OpenAI, Azure OpenAI, Anthropic, Gemini)
- Prompt Engineering (CoT, ReAct, system prompts)
- Agent Development (plan-reason-act-reflect loops)
- Agent Frameworks (LangChain, LangGraph, CrewAI, AutoGen)
- Multi-agent Orchestration (task routing, planner-executor patterns)
- Agent-to-Agent Communication (A2A)
- Model Context Protocol (MCP) / tool integration standards
- Function Calling / API Orchestration
- RAG Pipelines (retrieval + ranking)
- Vector Databases (Pinecone, FAISS, Pgvector, Weaviate, Qdrant)
- Agent memory (short-term, long-term, contextual)
- Workflow orchestration (Temporal, Prefect, Airflow)
- Cloud (AWS Bedrock, Azure AI, Vertex AI)
- Observability
- Telemetry, logging, tracing (OpenTelemetry, LangSmith)
- Monitoring KPIs (containment, success rate, latency, escalation)
- Responsible AI Guardrails
- AIRB (Bias, Fairness, Complexity, Confusion)
- Guardrails implementation (safety, compliance, fallback)
- Prompt injection protection
- Tool access control data governance
- Architecture Design
- End-to-end agentic architecture design
- Multi-agent system design
- Reusable frameworks for speed-to-delivery
- Risk identification mitigation
- Assumptions design trade-offs
- Integration Ecosystem
- Enterprise integrations (CRM, backend systems, APIs)
- Conversational AI platforms (CE, chat systems)
- IVR / voice systems (audio codecs, speech flows)
- Agent transfer logic (IVR human escalation)
- Unification across channels (chat, voice reuse)
- Voice-to-Voice (V2V) future readiness
- Open questions tracking
- Full Stack Engineer (FSE) Tech Stack
- Java
- SpringBoot
- RestAPI
- MySQL
- Docker
- Kubernettes/NoMad
- Angular
- Solid grasp of core design principles for building scalable and maintainable applications
- Demonstrate solid analytical thinking and problem-solving capabilities
- Support QA, UAT and release phases of the project via defect analysis, change maintenance
- Effective team player with excellent communication and interpersonal skills
- Fast learner with a passion for exploring new programming languages and emerging technologies
Sourced from naukri
Skills
BedrockcrmAi BuilderCrewaiAzure Aiapisaws bedrockamazon web servicesapache airflowAzure OpenAICodecsAudio CodecsConversational AicloudArchitectureAngularjscomplianceMicrosoft AzureArtificial IntelligenceCommunication And Interpersonal SkillsAnthropic SDK
About Optum Global Solutions
Optum Global Solutions
IT Services & Consulting
33.0k+
employees
2002
24 years old
Hyderabad / Secunderabad, Telangana
India
₹11L PA avg
Avg at Optum Global Solutions
About
We are at the helm of a digital health care revolution, which is being accelerated by a combination of technology and talent. We build and deliver end-to-end digital health solutions for our clients.
Industries
IT Services & ConsultingHardware & NetworkingHealthcareSoftware Product
Employee ratings
10 reviews
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Culture
3.6
Career growth
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Work-life
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