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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in backend service development using Java Spring Boot, Python FastAPI, and integration of Generative AI models. Proficient in deploying applications on cloud platforms like Microsoft Azure while ensuring security and performance optimization.
Highest-signal resume keywords
Java Spring Boot DevelopmentPython FastAPI DevelopmentGenerative AI IntegrationRESTful API DesignCloud Deployment (Azure)
ATS Keywords
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Hard Skills
Software DevelopmentGenerative AI APIsLLM OrchestrationMicroservices ArchitectureRelational DatabasesNoSQL DatabasesKubernetesDockerCI/CD PipelinesPrompt Engineering
Soft Skills
CommunicationCollaborationProblem-SolvingTime Management
Tools & Technologies
Microsoft AzureMongoDBDocumentDBKafkaLangChain
Industry Keywords
Generative AIAgentic AIRAG SolutionsMLOpsWeb Security Frameworks
Tech Stack
Tools & technologiesAngularAWSAzureCloudDockerGoogle Cloud PlatformJavaJavaScriptKafkaKubernetesMicroservicesMongoDBNode.jsNoSQLPythonReactSpringSpring BootSpringBoot
About the role
Key responsibilities & impact- Design, develop, and maintain backend services and APIs using Java Spring Boot, Node.js, or Python FastAPI
- Integrate and deploy Generative AI models, including OpenAI, Hugging Face, and LangChain, into production environments
- Design and implement LLM, Generative AI, Agentic AI, and RAG solutions
- Fine-tune and optimize LLMs for specific use cases
- Collaborate with product managers, architects, business, legal, and technology teams to define solutions and deliver business outcomes
- Integrate AI/ML services and APIs into enterprise applications while following engineering and security best practices
- Develop intelligent automation solutions to improve productivity, user experience, and operational efficiency
- Troubleshoot and optimize application performance, scalability, and reliability
- Contribute to technical documentation, architecture discussions, and continuous improvement initiatives
- Deploy and manage applications on cloud platforms, preferably Microsoft Azure
- Participate in Agile ceremonies, including standups, sprint planning, backlog refinement, and retrospectives
- Write, review, and maintain high-quality, scalable, and secure code
Requirements
What you’ll need- 3+ years of software development experience using Python and/or Java Spring Boot
- Experience with Generative AI APIs and/or open-source models
- Experience with LangChain, LLM orchestration, or RAG pipelines
- Familiarity with prompt engineering, embedding models, or vector databases
- Strong understanding of RESTful APIs, microservices architecture, and asynchronous processing
- Knowledge of web and API security frameworks
- Experience with relational databases, NoSQL databases (MongoDB, DocumentDB), vector databases, Kafka, caching, and Kubernetes
- Strong communication, collaboration, and problem-solving skills
- Ability to manage multiple priorities and contribute effectively within a cross-functional team
- Preferred: exposure to multi-modal AI systems and agentic AI frameworks
- Preferred: exposure to MLOps and model deployment workflows
- Preferred: experience with Docker, Kubernetes, and CI/CD pipelines
- Preferred: experience with cloud platforms (Azure, AWS, or GCP)
- Preferred: knowledge of frontend frameworks like React or Angular
- 4 or more years of experience
- Successful completion of a background investigation required
- Must have reliable internet with minimum speeds of 50 MB download and 5 MB upload when working from home
- Must have a dedicated, private workspace with appropriate desk and seating when working from home
- Allstate generally does not sponsor individuals for employment-based visas for this position
Benefits
Comp & perks- Comprehensive technology setup, including a laptop, monitors, headset, keyboard, and mouse
- Monthly connectivity reimbursement for employees eligible to work from home
- Fully remote work arrangement
