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About Sentiaflow
Sentiaflow is an AI engineering and IT services company building production-grade agentic AI systems, sitting at the intersection of LLMs and real business operations — data, APIs, permissions, workflow state, human decisions, security, and measurable outcomes. Our initial domain focus is healthcare, particularly clinical trials, where reliability, traceability, and clear human-decision boundaries matter more than a slick demo.
Job Description
As a Level 1 engineer, you'll implement bounded parts of a production agentic workflow under an Agent Captain or senior engineer, connecting models to application services, tools, data sources, and human approval points.
You will:
- Translate a scoped business workflow into typed inputs, outputs, states, actions, and escalation paths
- Build backend services and tool integrations (Node.js/TypeScript or Python)
- Use LLMs only where model judgment adds value; keep rules, validation, authorization, and workflow control in deterministic code
- Design and validate structured model outputs before they touch downstream systems
- Handle partial data, tool failures, duplicate events, retries, timeouts, rate limits
- Add logging, traces, metrics, and decision records for diagnosability
- Write tests and evaluation cases that check whether the full workflow behaves correctly — not just whether output sounds fluent
- Protect sensitive data; participate in code, design, and release-readiness reviews
- Explain implementation trade-offs clearly to engineers and stakeholders
Success in 6 months: own a bounded workflow module end-to-end, integrate models without letting probabilistic output bypass deterministic controls, produce release-ready evaluation evidence, and diagnose cross-boundary failures with less supervision.
Desired Skills
- Approximately 3–6 years hands-on backend/application engineering experience, with demonstrable hands-on work building agentic systems — not just calling an LLM API from a backend service
- LangGraph (or comparable agent orchestration framework) experience is required — building multi-step, stateful agent workflows with conditional branching, tool-calling loops, and recovery/retry logic, not a single-prompt wrapper
- Deep RAG experience, including:
- Chunking strategy design, embedding model selection, and retrieval evaluation (not just "connected a vector DB")
- Hybrid search (dense + sparse/keyword), re-ranking, and query rewriting/decomposition
- Handling retrieval failure modes: irrelevant context, stale data, contradictory sources, citation/grounding accuracy
- Measuring RAG quality (precision/recall on retrieval, faithfulness/groundedness of generation) — not eyeballing outputs
- Experience designing agent state machines / workflow graphs: tool selection, planning loops, human-in-the-loop interrupts, checkpointing, and state persistence across long-running workflows
- Strong programming in JS/TypeScript (preferred), Python, Java, C#, or Go
- Solid grasp of API design, databases, async processing, auth, testing, deployment
- Comfort reasoning about state, retries, idempotency, concurrency, permissions, audit trails, failure recovery
- Real production debugging experience, not just greenfield builds
- Clear technical communication
We're looking for engineers who've actually built and tuned agentic/RAG systems in production — not those who've only wired together frameworks or prompted an LLM API.
Nice to have: experience with other orchestration frameworks (CrewAI, AutoGen, custom state machines), observability/eval tooling (LangSmith, Langfuse, custom trace pipelines), healthcare or regulated-industry background. Bachelors from IIT or NIT highly preferred.
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Strategic Activities · Understand the current technology landscape and identify the critical gaps in terms of the overarching requirements from various core functions (commercial, operations, etc.) · Decide on and design the overall technology strategy and roadmap to fit the organizational need for Air India · Hold the team accountable to drive enterprise level digital transformation projects that align with the overall organizational strategy and different requirements of the functions · Provide guidance and recommendations to the CDTO and senior leadership on different enterprise and data architecture options and make the business case for selecting the appropriate model · Act as an SME of Digital/ Technology Architecture for the senior management Digital and Technology Architecture · Head the digital transformation and innovation projects from idea generation to new ventures in close collaboration with business stakeholders and external partners · Present the vision & value of proposed architectures and solutions to a wide range of audiences in alignment with business priorities and objectives · Plans tasks and estimates for the required research and volume of activities to complete work · Own and assess non-functional requirements and propose solutions for Availability, Backup, Capacity, Performance, Redundancy, Reliability, Scalability, Supportability, Risks and Costs models · Provide strategic guidance to teams on managing third-party service providers in terms of service levels, costing, etc. · Drive the team to ensure appropriate documentation is developed in support of value realization · Lead the technical team and head collaboration between Business Users and software providers to build digital solutions Enterprise Architecture · Ownership of overall Enterprise Architecture including compliances and standards · Head the overall Architecture blueprint and roadmap for Air India applications aligning with Enterprise Architecture · Identify important potential technologies and approaches to address current and future Enterprise needs, evaluating their applicability and fit, as well as leading the definition of standards and best practice for their use Data Architecture · Ownership of overall Data Architecture including compliances and standards · Head the overall Architecture blueprint and roadmap for Air India applications aligning with Data Architecture · Identify important potential technologies and approaches to address current and future Data needs, evaluating their applicability and fit, as well as leading the definition of standards and best practice for their use Team Management · Lead the technical team and head collaboration between Business Users and software providers to build digital solutions · Support, nurture and develop the team members’ skills in all digital transformation and architecture innovation aspect |
Responsible for the implementation and operations of all technology infrastructures which includes data center, network and server services, telephony, service monitoring, user support/help desk, workstation management, servers, storage, and related software and hardware
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Strategic Activities · Develop the overarching network architecture to enable smooth functioning of all Client's systems across the nation · Design the overall infrastructure strategy for Client, optimizing costs and value delivered · Provide periodic reports to the CDTO and senior leadership on network and infrastructure costs, implementation, adoption, etc. · Design and create policies pertaining to IT Asset Management, audits, service and maintenance of networks, software and hardware · Act as the custodian for all network and infrastructure related policies for the organization · Support team in negotiating competitive pricing for software licensing/purchase, hardware leasing/purchase, etc.; ensure IT assets purchases are within the budget
Infra & Network Architecture · Define, develop, and implement infrastructure optimization and evolution strategy · Identify and develop a strategy to mitigate risk and increase productivity · Develop the organization’s end-user technology vision and translate it into actionable goals · In partnership with IT leadership and cross-functional stakeholders, develop and implement strategic roadmaps for Client's digital architecture · Maintain a high level of strategic foresight by identifying customer and business needs, and adjusting departmental and team objectives accordingly · Identify future challenges in the end-user technology landscape and develop mitigation strategies Network Management · Overlook the management of the infrastructure, connectivity across our airport's network, all airport technology, and several mission-critical business support applications for hassle-free computing · Determine appropriate Network services and solutions for all business divisions · Head and manage the infrastructure network and security operation teams while maintaining the infrastructure and optimizing architecture security Cloud Services Management · Head and manage the infrastructure (System, Cloud) teams and security operation teams while maintaining the infrastructure and optimizing architecture security · Lead transitioning of the enterprise to a collection of shared infrastructure solutions (Azure, GCP and on-premises) including productivity suite, groupware, telephony, network, security-related solutions, and virtual server infrastructure Vendor Sourcing & Management · Manage relationships with various technology vendors and contract agreements to ensure technically and economically efficient products and services are provided Application Management · Ensure new infrastructure transitions are compliant with current applications, commercials involved in their upkeep, and overlook the future need of applications and their upgrades Team Management · Lead the technical team and head collaboration between Business Users and software providers to build infrastructure and network solutions · Support, nurture, and develop the team members’ skills in all infrastructure and network architecture innovation aspects |
- Skills Required for the role
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Strong Leadership capabilities |
Excellent Analytical and Delivery skills |
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Strong interpersonal and communication skills |
Solid understanding of key architecture concerns meeting cross-functional needs |
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Stakeholder management skills |
Strong Problem-Solving approach |
At Story Digital, the User Experience and User Interface Designers play a major role in creating
disruptive, intuitive and easy to use products, creating a competitive edge to our various businesses.
You will continue to develop your professional skills while working with the product team which is
leading the design culture within the company.
We have a passionate group of stakeholders and developers, and we are looking for equally
passionate designers who are always ready to push for better designed experiences for the users.
Selected candidate's day-to-day responsibilities include:
You will be running end-to-end execution of the products.
● Understand product specifications and user psychology
● Create personas through user research and data
● Illustrate design ideas using storyboards, process flows, and sitemaps
● Design and deliver wire-frames, user stories, user journeys and mock-ups optimized for a
wide range of devices and interfaces
● Conduct concept & usability testing and gather feedback
● Find creative ways to solve UX problems (e.g. usability, accessibility)
● Work on UI to design attractive designs
● Communicate design ideas and prototypes to developers
You will advocate, consult and teach customer-centered design throughout the organization.
What you need:
● Bachelor's degree in Product Design, Human Computer Interaction, Graphic Design or a
related field
● Relevant work experience(0-2 years) showing your expertise, skills and most importantly
your work process
● Deep knowledge of typography, colors and layouts
● Fair knowledge of Google Material Design and iOS Human Interaction Guidelines is a plus
● Ability to communicate, critique and collaborate across departments
● Our day-to-day work involves softwares such as Sketch, Figma & Zeplin, but if you work
on Adobe Illustrator and Photoshop, that will work too
You're required to share your resume and portfolio while applying.
Company Profile:
Saffron Tech Private Limited
Saffron Tech is a result driven digital transformation company in New Jersey (NJ) & New Delhi. We are known for transforming businesses to digitization. We are providing development services and IT solutions to its clients across the globe. Being in the field of IT for more than 10 years now, the company has successfully executed over 1500 projects for its clients. Saffron Tech Pvt Ltd is a multi-faceted IT firm adept at providing Web and Mobile Application Development, IT Offshore Staffing and Digital Marketing Services.
We are servicing over 500 clients from across the globe. We are a strong 150+ member family at the moment working from state of the art office premises close to Saket, South Delhi. Our primary operational markets are USA, UK, APAC and Middle East. To know more about us and our brands please visit http://www.saffrontech.net/" target="_blank">http://www.saffrontech.net/
- Must have good experience in UI/UX Designing.
- Need experience between 2 to 5 years.
- Excellent Communication Skills.
- Experience in handling International projects.
- In-hand experience on HTML, CSS, JavaScript, Visual Designing, Photoshop, illustrator, Wire-Framing.
- Discovery and visioning, Heuristic evaluation, Competitive landscape, User persona, User journey, Information architecture, Template inventory, Wire-frames(Low-Fi and Hi-Fi), Usability testing.
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