Job Description

Experience

: 5+ Years Experience

Education

: Bachelor's/Master's degree

Work Location

: Chennai, India (Chennai/Remote/Hybrid)

Key Responsibilities :

Architect

multi-agent and orchestration frameworks

to support diverse AI-driven workflows. Develop

modular agent ecosystems

that communicate, plan, and reason collaboratively. Implement

retrieval and reasoning pipelines

optimized for enterprise-scale workloads. Collaborate with

Data Engineers and LLM Engineers

to integrate model intelligence with institutional data layers. Define

AI evaluation metrics

and implement continuous improvement cycles for generative pipelines. Lead

proof-of-concept

projects demonstrating agentic orchestration for real-world use cases.

Required Technical Skills :

Agentic System Architecture

Expertise in designing

multi-agent orchestration

using

LangChain, LlamaIndex, AutoGen

, or

CrewAI

. Deep understanding of

agent communication, memory, and goal-directed planning

. Ability to decompose complex workflows into

agent tasks and coordination layers

.

Generative AI Development

Hands-on experience building applications using

OpenAI, Anthropic, Mistral

, or

local LLMs

. Proficiency in

prompt design, retrieval-augmented generation (RAG), and tool use orchestration

. Familiarity with

generation control techniques

(chain-of-thought prompting, self-correction, context pruning).

Knowledge & Retrieval Layer

Expertise in

RAG architecture, embedding optimization

, and

retrieval performance tuning

. Experience with

vector databases

such as

Pinecone, Milvus, Weaviate, FAISS

, or

Chroma

. Integration experience with

document loaders, retrievers, and knowledge graph interfaces

.

Workflow Orchestration & Integration

Build

end-to-end agentic pipelines

integrating APIs, third-party services, and internal business logic. Implement

tool orchestration

, event-driven workflows, and async agent task handling. Experience with

workflow engines

(Temporal, Airflow, Prefect) for agent coordination.

Evaluation & Optimization

Design and apply

AI evaluation frameworks

for accuracy, context coherence, and safety. Apply

reinforcement learning, feedback loops

, and

adaptive policy mechanisms

to improve agent behavior. Optimize

latency, token usage, and cost efficiency

across LLM-driven workflows.

Programming & Infrastructure

Strong coding skills in

Python

and familiarity with

TypeScript or Go

for orchestration scripting. Experience with

containerization (Docker, Kubernetes)

and

cloud AI infrastructure (AWS, Azure, GCP, or OCI)

. Knowledge of model APIs, SDKs, and plugin architectures for integrating AI agents into enterprise systems.

Required Skills & Experience :

5+ years of experience in

AI/ML

or

software engineering

, with at least 2 years focused on

generative AI systems

. Proven expertise in

LLM orchestration frameworks

and

RAG-based architectures

. Deep understanding of

prompt optimization, context chaining, and retrieval pipelines

. Experience building

multi-agent systems or adaptive reasoning frameworks

. Proficiency with

LangChain, LlamaIndex

, or

CrewAI

in production-grade environments. Solid foundation in

API development, cloud integration, and orchestration patterns

.
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Drivestream's Employee Benefits

.

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Remuneration

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Drivestream offers competitive pay and attracts a diverse community of skilled individuals. We recognize the value of investing in our talent.

Medical, Disability and Life Insurance

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We provide an array of coverage options including full medical, full dental and vision plans, employee life insurance, LTD and STD coverage, flexible spending account and employee accidental death and dismemberment

Leave Benefits

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Drivestream's generous paid leave programs feature vacation/paid time off (PTO), holiday leave and bereavement leave

Professional Development

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Our training and development programs include traditional classroom training, online courses, including leadership, communication and project planning development, strategic planning and management programs, and professional society membership incentive

Work/Life Programs

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Drivestream offers Work-Life Integration options that help individuals manage their personal and professional responsibilities. Options Include work from home and telecommuting, day care, flexible spending accounts, internal job transfer, and career mobility, and health and wellness programs

Community Involvement

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Drivestream believes in supporting community and philanthropic activities that allow our employees to engage in outreach and educational programs.

Awards Programs

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Drivestream recognizes and rewards our staff through various annual awards programs.

Retirement Benefits

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Drivestream offers complete 401(k) plans and annual profit-sharing contribution.