Oracle Apps Finance Technical Consultant

AI Engineer 

Location: Bangalore

Work Mode: On-site

Experience: 2–4 Years

Compensation: as per market standard

About CareerPassport 

CP is an early-stage company focused on building impactful products. The organization prioritizes rapid development and end-to-end ownership of technical challenges.

About the Role

We are looking for an AI Engineer who has experience building and shipping real-world AI products—not prototypes or notebook experiments.

You will own AI systems end-to-end, from LLM integration and prompt engineering to structured outputs, retrieval, async processing, evaluation, and observability.

The ideal candidate is a strong TypeScript backend engineer who has hands-on experience working with LLM providers such as OpenAI, Anthropic, or similar platforms and understands what it takes to make AI systems reliable in production.

You should think like a product engineer: take ownership, ship quickly, monitor what breaks, debug non-deterministic behavior, and continuously improve system quality.

What You'll Do

• Design and build production-grade LLM-powered features and pipelines using TypeScript.
• Integrate and work with LLM providers such as OpenAI, Anthropic, or similar APIs.
• Design, test, and optimize prompts and structured LLM outputs.
• Implement robust schema validation and enforcement for AI-generated responses.
• Build and optimize retrieval and vector search pipelines.
• Work with PostgreSQL and optimize database/vector search performance.
• Design async AI workflows and background jobs for reliable LLM processing.
• Implement fallback strategies and routing across different LLM models/providers.
• Build evaluation frameworks to measure and improve AI quality at scale.
• Set up and maintain AI observability, including monitoring, tracing, logs, and failure analysis.
• Debug non-deterministic LLM behavior in production and identify root causes.
• Work closely with product and engineering teams to turn AI capabilities into reliable user-facing features.
• Take end-to-end ownership of the systems you build—from architecture and implementation to deployment, monitoring, and iteration.

Must Have

• 2–4 years of software engineering experience, with meaningful production ownership.
• Strong TypeScript / Node.js backend development experience.
• Hands-on experience integrating LLM APIs such as OpenAI, Anthropic, Gemini, or similar.
• Strong understanding of prompt engineering and production LLM workflows.
• Experience with structured outputs, JSON schemas, validation, and schema enforcement.
• Strong working knowledge of PostgreSQL.
• Experience with vector databases or PostgreSQL-based vector search.
• Experience building async/background processing systems.
• Understanding of LLM evaluation and production observability.
• Ability to debug and improve AI systems where outputs are probabilistic and non-deterministic.
• Strong product engineering mindset with a focus on shipping, reliability, and quality.

Good to Have

• Experience with Langfuse or similar LLM observability/evaluation platforms.
• Experience with Inngest or similar async job/workflow platforms.
• Experience implementing LLM fallback routing and multi-model strategies.
• Experience building AI products in SaaS, Recruiting Tech, HR Tech, or AI/ML platforms.
• Experience optimizing retrieval pipelines and vector search.
• Experience working in an early-stage startup environment.

Who We're Looking For

You're likely a strong fit if:

• You've shipped AI features used by real users.
• You can explain how your LLM pipeline works from input → retrieval → inference → structured output → validation → storage → monitoring.
• You've dealt with LLM failures, hallucinations, malformed outputs, latency, cost, and model inconsistencies in production.
• You understand that an AI feature isn't finished when the model returns an answer—it needs evaluation, monitoring, fallbacks, and continuous improvement.
• You are comfortable owning a feature or system from architecture to production.

Hi Shanon, As discussed we have one open req for AI role. The right skill set I am looking for is experience with RAG pipelines, Performance monitoring of prompts and tuning. Multi model RAG and agentic AI soon but not night away. Needless to say Python and the NLP lib experience is a must. Database knowledge is also essential. The developer needs to be in Morgan Stanley offices 3 days per week. BLR location is preferred, if not Mumbai is also fine. The duration is long term since we are looking to expand the use cases Please let me know if you have any questions. 

📍 Location: Remote (India)

💼 Employment Type: Full-time

👨‍💻 Experience: 1–3 Years

About the Role

You will work on an early-stage EdTech + HRTech platform that makes skills verifiable and hiring honest through proctored assessments, verified certificates, and hiring intelligence for candidates, students, and businesses.

This is a hybrid, founding-level product role. One person, two hats: you design the product (Product Design) and you run how it gets built (Product/Project Management). You own the product surface end-to-end—from the roadmap and the board, through the flows and the Figma file, to working with the engineering team to ship it.

We are looking for someone genuinely strong in both design and product delivery—not a designer who avoids process, and not a PM who can't design.

What You'll Do

Product Design (~55%)

● Design the product UI/UX—dashboards, exam flows, certificate pages, onboarding, and complex, data-rich interfaces.

● Own and grow the design system—component library, tokens, and patterns in Figma.

● Hold the visual bar—the product must feel credible to enterprise HR buyers and worth sharing with individual candidates.

● Design for clean handoff—your Figma is the source of truth the developers build from.

Product / Project Management (~45%)

● Own the roadmap and the board—translate founder intent into sprints, tickets, and clear acceptance criteria (Jira).

● Run the cadence—sprint planning, standups, sign-offs, unblock the team, and keep delivery moving.

● Own the specs—write and maintain product specs, flows, and decisions in Notion.

● Prioritize ruthlessly—decide what ships now, what waits, and what to say no to.

● Coordinate across frontend, backend, AI, and business teams.

Requirements

Must Have

● 1–3 years of experience in Product Design/UI-UX.

● A portfolio of real, shipped product UI (not just landing pages) with clear design-system thinking.

● Experience running product or project delivery.

● Advanced Figma skills—Auto Layout, Variables, Component Architecture, and Prototyping.

Strong Advantage

● Early-stage startup experience.

● EdTech or SaaS background.

● Comfortable working closely with developers and understanding technical constraints.

Tools

● Design: Figma, Design Systems, Auto Layout, Variables, Prototyping

● Management: Jira, Notion, Sprint Planning, Spec Writing, Roadmapping

This Role Is Not a Fit If

● You're a designer who avoids process, planning, and delivery ownership.

● You're a PM who cannot design or hold a visual bar.

● Your portfolio is only landing pages with no complex product UI.

● You need a defined spec and approval before you can move.

Join our founding team and help build a product that transforms skill verification and hiring.

• Create delightful user experiences by building interfaces that are incredibly simple, elegant, and fun.
• Analyze user interface problems and create design solutions that meet measurable business goals and requirements.
• Conduct concept and usability testing and gather feedback
• Help decide what to build and why not just make pretty pixels.
• Take a user-centered design approach and rapidly test and iterate your designs.
• Ask smart questions, take risks, and champion new ideas.
• Work with product management to define a successful, repeatable design and discovery playbook.
• Work closely with engineering on exceptional design work, providing on-the-fly input and direction.
• Help us build out scalable design practices, including the development of component libraries and design patterns.
• You ensure that you have accounted for variations across a wide variety of devices and platforms, handled error conditions and edge cases, and defined usable, elegant micro-interactions.
• Adhering to the brand guidelines while designing the experiences for a consistent brand reflection. 

You should apply if you have: 

• 1-5 years of industry experience in design with a proven track record of solving UX problems.
• Sound understanding of UX methodology and lifecycle across significant channels and platforms.
• Customer-focused, with experience using design research methods to uncover customer insights.
• Expertise in core UX disciplines including information architecture, interaction design, application of design systems, and UI design.
• Experience working with early-stage efforts, dealing with ambiguity, and driving projects forward
• Strong collaboration skills with other UX Designers, Product Managers, Engineering, Marketing.
• Strong communication and presentation skills, ability to listen, be proactive at addressing feedback, represent and advocate for UX and users.
• Understanding of patterns, best practices, and design standards across iOS, Android, and Web.
• Hands-on experience working with design tools including Adobe suite, Sketch & Prototyping tools.
• Some basic understanding and experience with Illustrations and Motion Design.

Responsibilities:

• To build next-generation complex web applications that are efficient and modular.
• Works closely with UX designers and back-end engineers to implement versatile front-end solutions and new features.
• Responsible for integration with the services that reside on the back end.

Must-have skills:

• 2+ years of experience in building Single page applications using HTML5 CSS3 and AngularJS.
• In-depth knowledge on HTML5 and CSS is mustHands-on experience integrating upstream services, REST APIs.
• Hands-on with JS and preferably worked with Angular2+.
• Hands-on with automation/bundler like Gulp, Grunt or webpack.
• Extremely detail-oriented to strive for pixel perfection across all browsers.

Fullstack Developer/Architect/Programmer:

1. 8-10 years experience as Developer/Programmer.
2. Should have an expertise in Core Java, Java & J2ee
3. Built MVC based Web Application Using JSP/Struts framework
4. Experience in Webservices-Restful
5. Experience in Application Servers like Tomcat and WebLogic
6. Good Knowledge of implementing JMS messaging services
7. Good knowledge of HTML5,CSS and JavaScript – Angular.js,Bootstrap, React.js
8. Should have skills in Spring 3.x, Hibernate, Weblogic 12c Implementation