Wealth Manager

AI Engineer

LLMs, Agents & AI Services

📍 Mumbai (On-site) | Full-time | 2-4 years

About the Role:

Unico Connect is an AI-first technology partner that builds custom mobile, web, and AI products for clients across multiple geographies.

AI is core to how we design, deliver, and scale software for our customers.

We are hiring an AI Engineer for a dedicated client engagement building a complex production AI platform, working on the AI capabilities and agentic features at the core of the product.

The mandatory requirement for this role is at least one AI feature personally shipped to production for real users, with operational ownership.

The role suits someone who thinks quickly on solutioning, can take an ambiguous problem to a working prototype in days, and has the discipline to carry it through to production with predictable economics.

You will work alongside the Senior AI Engineer and the wider pod, with ownership of parts of the AI surface area of the product.

Responsibilities:

Solutioning and POCs

Translate ambiguous customer problems into working POCs at speed.

Pick the right model, framework, and architecture, and demonstrate value early before scaling investment.

LLM Application Development

Build AI features and services using LLM APIs from OpenAI, Anthropic, Google, and self-hosted open-weight models (Llama, Qwen, Mistral).

Choose the right model per use case based on cost, latency, capability, and context-window trade-offs.

Agentic System Design

Design and implement agentic workflows using LangGraph, CrewAI, AutoGen, LlamaIndex Agents, or custom orchestration.

Cover tool use, planning, memory, and multi-step reasoning appropriate to the problem.

API and Service Development

Build production AI services and APIs using Python and FastAPI.

Handle streaming responses, async processing, structured outputs, retries, and graceful degradation when models or tools fail.

Retrieval and Tool Integration

Implement RAG pipelines with vector databases (Pinecone, Weaviate, Qdrant, pgvector, Chroma), embeddings, chunking strategies, hybrid search, and reranking.

Integrate external tools, internal APIs, and document sources through tool-calling and MCP-style patterns.

Cost Analysis and Unit Economics

Model the per-request and per-user cost of every AI feature before it ships.

Track token usage, prompt caching, batching, and model-routing strategies.

Drive measurable improvements in unit economics.

Production Hardening

Add observability and tracing (LangSmith, Langfuse, OpenTelemetry), guardrails, content safety checks, prompt injection defences, and fallback behaviour.

Prompt Engineering and Evaluation

Design, test, and iterate prompts with measured outcomes.

Build evaluation harnesses for accuracy, hallucination, latency, and cost.

Run benchmarks across models and prompt variants before locking in a design.

Requirements:

AI Feature Shipped to Production (Mandatory)

Must have personally built and shipped at least one AI feature that runs in production for real users, with operational ownership.

POCs, internal demos, and one-off scripts do not qualify.

2 to 4 Years of Professional Software or AI Engineering Experience

With at least one production AI feature owned end to end.

Strong Python Proficiency and API Development with FastAPI

Comfort with type hints, async, packaging, testing, streaming responses, and authentication.

Production-grade Python, not notebook-only code.

Hands-on Depth Across the LLM and Agent Stack

Working experience with at least two of OpenAI, Anthropic Claude, Google Gemini, or self-hosted open-weight models (vLLM, Ollama, Together, Replicate).

Working familiarity with at least one agent framework (LangGraph, CrewAI, AutoGen, LlamaIndex Agents) or hand-rolled equivalent.

Working knowledge of RAG, embeddings, and vector databases (Pinecone, Weaviate, Qdrant, pgvector, Chroma).

Solutioning Speed and POC Velocity

Demonstrated ability to move from a fuzzy problem to a working prototype in days.

Strong instinct for what to build first, what to defer, and what to throw away.

Cost Discipline for Production AI

Ability to calculate, monitor, and optimise the cost of LLM APIs, tokens, embeddings, vector store usage, and infrastructure.

Treats unit economics as a first-class concern.

AWS Familiarity

Working knowledge of EC2, S3, IAM, and at least one of Bedrock, SageMaker, or equivalent.

Comfortable in a Fast-Moving Environment

Self-directed, comfortable with ambiguity, takes ownership without being asked, and ships under shifting priorities.

Strong Written and Spoken English Communication

Able to explain trade-offs to non-AI engineers, designers, product managers, and clients in plain language.

Nice to Have

• fine-tuning or LoRA, QLoRA, PEFT exposure
• MCP server authoring
• eval framework experience (LangSmith, Promptfoo, Ragas, DeepEval)
• open-source AI contributions
• multi-modal models (vision, audio)

1. Excellent Communication Skills required
2. Minimum 6 months in international sales process or 1 year in customer support

Perks

• Salary On 1st
• Incentives upto 1 lakhs

Responsibilities:

• The ideal candidate must have experience as an end-to-end for both IT and Non-IT.

• Should have good technical knowledge.

• Responsible for end-to-end hiring: Sourcing, interviewing, salary negotiation, and closing

• Candidates for assigned requisitions.

• Must have good experience in hiring Candidates.

• Should have experience in using job portals (Naukri, LinkedIn, Monster, etc) and other

• open-source platforms and have a good pipeline of passive candidates.

• Ability to work independently and multi-task in a fast-paced environment.

• Ability to communicate effectively with candidates and hiring managers.

• Maintaining an internal database of candidates as per their skill sets.

• Excellent sourcing skills.

Qualifications:

• Proven experience as an HR recruiter.

• Proficiency in English.

• Familiarity with Applicant Tracking Systems and resume databases.

• Experience with sourcing techniques.

• Self-motivated with a results-driven approach.

We are currently seeking experienced Business Development professionals with a minimum of 3 years of experience in the digital marketing/advertising industry, preferably in mid-sized agencies. The ideal candidate should have a proven track record of successfully converting new business projects in the field of SEO.

Responsibilities:

1. Generate and expand new SEO business opportunities in specific markets by developing innovative strategies and demonstrating expertise in SEO solutions.

2. Engage with potential clients, create compelling pitches, and onboard clients. This role requires active involvement in finding prospects, strategizing, planning, and independently closing deals.

3. Assist in achieving sales targets and acquiring new clients.

4. Build strong business relationships with key decision-makers in marketing and digital sectors.

5. Proactively identify new opportunities and provide innovative solutions to customers.

6. Develop market strategies by researching high-potential prospect lists.

7. Take ownership and pride in work, recognizing its significance in the company's success. Conduct and track outreach activities through social media and email.

8. Provide regular updates to the founders on leads, performance, and the status of new business projects on a weekly basis.

9. Demonstrate the ability to identify business opportunities across regions such as the US, UK, Canada, Australia, etc., and secure deals within a reasonable timeframe.

We are open to considering candidates with similar experience and skills if they can demonstrate their suitability for the role. Apply now for this exciting opportunity in Business Development and Sales.

Note:

- This is a work-from-home opportunity.

- Full-time position: 11 am to 8 pm.

- 5-day workweek.

- Target-based work.

- Fixed salary up to $25,000 per month, with performance-based incentives.

Apply Now!

Who We Are

Grip is building a new category of investment options for the new-age of Indian Investors. Millennials

don’t communicate, shop, pay, entertain and work like the previous generation - then why should they

invest the same way?

Started in June’20, Grip has seen 20% month-on-month growth to become one of India’s fastest-

growing destinations for alternative investments. Today, Grip offers multiple investment options providing

8-16% annual returns and 1-60 month tenures as the country’s only multi- asset (lease financing,

inventory financing, corporate bonds start-up equity, commercial real estate ) investment platform. With a

minimum investment size of INR 20,000, Grip is democratizing investment options that have previously

only been available to the largest funds and family offices.

Finance and technology (FinTech) is what we do, but people are at the core of our mission. From client-

facing roles to technology, and everywhere in between, you’ll work alongside a diverse team who loves

to solve problems, think creatively, and fly the plane as we continue to build it.

In the News

- Money Control : Click Here

- Hindu Business : Click Here

What We Can Offer You

● Young and fast-growing company with a healthy work-life balance

● Great culture based on the following core values

○ Courage

○ Transparency

○ Ownership

○ Customer Obsession

○ Celebration

● Lean structure and no micromanaging. You get to own your work

● The Company has turned two so you get a seat on rocketship that’s just taking off!

● High focus on Learning & Development and monetary support for relevant upskilling

● Competitive compensation along with equity ownership for wealth creation

What You’ll Do

● Design cloud infrastructure that is secure, scalable, and highly available onAWS

● Work collaboratively with software engineering to define infrastructure and

deploying requirements

● Provision, configure and maintain AWS cloud infrastructure defined as code

● Ensure configuration and compliance with configuration management tools

● Administer and troubleshoot Linux based systems

● Troubleshoot problems across a wide array of services and functional areas

● Build and maintain operational tools for deployment, monitoring, and analysis of AWS

infrastructure and systems

● Perform infrastructure cost analysis and optimization

Your Superpowers

● At least 3-5 years of experience building and maintaining AWS infrastructure

(VPC,EC2, Security Groups, IAM, ECS, CodeDeploy, CloudFront,

S3,RDS,Elasticbeanstalk)

● Strong understanding of how to secure AWS environments and meet

compliance requirements

● Expertise using Chef/Cloudformation/Ansible for configuration management

● Hands-on experience deploying and managing infrastructure with Terraform

● Solid foundation of networking and Linux administration

● Experience with Docker, GitHub, Kubernetes,, ELK and deploying applications onAWS

● Ability to learn/use a wide variety of open source technologies and tools

● Strong bias for action and ownership

Design, develop, and maintain software application following established standards,
procedures, and specifications.

• Strong problem-solving and troubleshooting skills.
• Proactively seeks solutions to improve processes and applications.
• Interfacing with support and other teams for testing, delivery and product dependencies.
• Candidate must have strong and proven experience in C# and .Net Core.

Desired Candidate Profile

We are looking for developers with 2+ years of experience who love challenges and have experience building web applications at scale. Work as a contributing member of a software development team using modern software development techniques to produce best software for Web Applications.

Any Graduate

Roles and Responsibilities:

• Review training content and assessments. The review parameters include (but are not limited to) the following:

○ Rewrite the training content wherever necessary to simplify it or to make it more age

appropriate.

○ Create engaging learning activities and provide exercises and activities that enhance

the learning process.

○ Devise modes of assessment, such as tests or quizzes, to measure the effectiveness

of course.

○ Analyze and apply trends and best practices in learning technologies and instructional

design.

○ Suggest instructional enhancements to the content and assessments so the learning

experience is superior.

○ Check if all the training assets follow the instructional guidelines.

○ Work with subject matter experts to identify target audience’s training needs

○ Do a thorough language review.

○ Do a thorough formatting check and fixes.

• Brainstorm with the content developer to storyboard the concepts introduced in a lesson/chapter.
• Create guidelines and templates as and when needed.
• Conduct audits of the live classes to check how the content is getting translated into the actual class experience.
• Give inputs for process improvements.

Skill Set:

1. General:

• In-depth understanding of activity based teaching-learning methods with a strong knowledge of pedagogies to teach 21st Century Skills.
• At least 3-4 years of experience in instructional design and/or content writing.
• Experience in editing documents with an eye for details.
• Demonstrated ability to meet deadlines, handle and prioritize simultaneous requests, and manage laterally and upwards.
• Creative and analytical thinker with strong problem-solving skills.
• Excellent verbal and written communication skills.

○ Must demonstrate the ability to communicate effectively at all levels of the 

organization.

1. Technical:

• Understanding of Object-Oriented concepts.
• Basic understanding of core programming concepts with teaching skills will be an asset.
• Good exposure on-
  • Object-Oriented Programming language(s) (preferably JavaScript/Python)
  • Web Technology (HTML/CSS/JavaScript)- Front End Development
  • Block-Based Coding environment like Code.org or Scratch will be a plus
  • Knowledge of RDBMS (MySQL, Airtable, Firebase etc.) will be an added advantage