AI & Agentic Systems Engineering, AVP
D.B. Group1 day ago
Pune, IndiaStaff+
Responsibilities
- Assist with the architecture and delivery of enterprise-grade generative AI, LLM, and agentic systems, including copilots, assistants, and multi-agent workflows.
- Design planning, orchestration, reviewer, evaluator, and execution agents with human-in-the-loop controls, safety mechanisms, and monitoring.
- Translate business and investment challenges into scalable technical architectures and production-ready AI services.
- Develop LLM-powered applications, RAG solutions, semantic and hybrid search, embeddings, enterprise knowledge bases, reranking, and retrieval-quality optimization.
- Establish LLMOps capabilities for prompt management, model evaluation, observability, performance and cost monitoring, testing, validation, and responsible AI controls.
- Build React and TypeScript front ends and Python- or Java-based back-end services, APIs, and microservices.
- Develop data and analytics solutions using cloud-native, event-driven, and distributed architectures.
- Apply automated testing, CI/CD, infrastructure as code, containerization, observability, monitoring, logging, and site reliability practices.
- Contribute to classification, ranking, recommendation, forecasting, feature engineering, model explainability, and analytical modeling.
- Support technical strategy, architecture, reusable engineering patterns, and the transition of prototypes into enterprise deployments.
- Partner with product managers, business stakeholders, use case owners, and control functions to deliver measurable outcomes.
Requirements
- Bachelor’s degree in Computer Science, Engineering, Science, or a related discipline, or equivalent professional experience.
- Hands-on software engineering experience designing and delivering enterprise-scale distributed applications and production-grade AI or generative AI solutions.
- Strong React and TypeScript skills plus strong Python or Java engineering experience.
- Practical experience with APIs, microservices, asynchronous application design, and frameworks such as FastAPI or Spring Boot.
- Experience with BigQuery, PostgreSQL, cloud-native architectures, Git-based development, CI/CD, Docker, Kubernetes, infrastructure as code, observability, and automated testing.
- Practical expertise in LLM applications, AI agents, RAG architectures, vector databases, semantic or hybrid search, model evaluation, and LLMOps.
- Solid grounding in machine learning, feature engineering, model explainability, analytical modeling, and relevant Python machine learning libraries.
- Strong understanding of financial markets and investment products is highly desirable, including asset management, ETFs or mutual funds, and performance and risk metrics.
- Ability to use AI tools responsibly to improve productivity and solve business problems while applying critical judgment to data and AI outputs.
- Strong engineering ownership, judgment, problem-solving, stakeholder management, communication, and collaboration skills.
Benefits
- Best-in-class leave policy.
- Gender-neutral parental leave.
- Full reimbursement under the gender-neutral childcare assistance benefit.
- Sponsorship for industry-relevant certifications and education.
- Employee Assistance Program for employees and family members.
- Comprehensive hospitalization insurance for employees and dependents.
- Accident and term life insurance.
- Complimentary health screening for employees aged 35 and above.
- Training, development, coaching, expert support, continuous learning, and flexible benefits.
Tech Stack
DockerFastAPIGitGoogle BigQueryJavaKubernetesMLflowPostgreSQLPythonPyTorchReactscikit-learnSpring BootTerraformTypeScript
Categories
About D.B. Group
D.B. Group is an Italian freight forwarder and logistics provider offering air, ocean, road, and rail transport, customs brokerage, and supply chain management for global shippers. Founded in 1980 and headquartered in Montebelluna, Veneto, it is privately held and operates through 79 subsidiaries with a worldwide partner network. The company delivers end-to-end forwarding and integrated logistics services, from consolidation and warehousing to door-to-door deliveries and trade compliance.