Associate Lead - Inside Sales

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)

CashKaro.com

Did you know?

We are a certified Great Place to Work organization! CashKaro is India’s largest Cashback and Coupons website, backed by Mr. Ratan Tata & Kalaari Capital. Considered one of India’s hottest start-ups, we are building the future of India’s Offers and Cashback Industry. We work on the same tech stack as Facebook, Google, Flipkart & more. Want to know more? Check us out on: https://cashkaro.com

Why CashKaro is the Right Place for you

1. Work on best in-class technology: Our tech stack is on part with the world best companies

2. Don’t copy products, innovate: CashKaro is building some of the world’s most advanced solutions in Cashback & Coupons Industry

3. EarnKaro – new way of social commerce: We are the world’s first social deal commerce platform and growing exponentially

4. Great pay + Job Security: We are financially very solid, so while many companies are reducing workforce we are hiring, paying fair market and offer job security

5. Company Stock Options: Get Stock Options of the Company. This is the only way real wealth is created

6. Accelerate Career Growth: By being in smaller teams, you get real ownership and responsibility

Job Description for WordPress PHP Developer Role

Job Location: Chennai

The Key Requirements For The Role Are:

We are looking for an experienced WordPress Developer. Should have deep understand of WordPress, Theme Customizations and Plugin Customizations.

Our technology is built on Core PHP, MySQL, React Native (App), SOLR, MemCache, Redis, CI / CD etc.

The Key Requirements For The Role Are:

• Deeply passionate about Development

• Must have Minimum 4 years’ experience in developing and maintaining WordPress Web Applications

• Should be very strong in PHP and WordPress

• Should have a very solid grasp of WordPress Theme Customizations and done projects to reflect this experience

• Should have a very solid grasp of WordPress Plugin Customizations and done projects to reflect this experience

• Good Knowledge of Front end technologies like HTML5, CSS, Javascript and JQuery

• Familiarity with Git and Gitflow.

• Ability to work independently and as part of a team.

• Be able to take real ownership

We're Hiring! Join Our Team at Heer Global Collaborations 🚀

We're on the lookout for passionate and skilled individuals to fill the following positions:

Office Assistant

• Experience: 2-3 years

• Work across all phases of application development including requirement gathering, coding, release, bug fixing, documentation.
• Lead and mentor a team of developers guiding them in their day to day activities.
• Collaborate with other engineering teams to develop and deliver new features and enhance existing ones.
• Rapid prototyping (POCs) based on requirements.
• Test, debug and fix any functional or non-functional issues.
• Work with the architects to ensure feasibility of the design while ensuring all quality attributes are met.
• Participate in deployment and release activities.

• 5+years of relevant experience.
• Experience in leading a team.
• Expertise in Python, Django DRF, REST APIs
• Experience with Document DB, RDBMS and ORM.
• Demonstrated ability to write clean and testable code.
• Knowledge of MongoDB, PostgreSQL, Redis, ElasticSearch is preferred.
• Exposure to AWS will be an added advantage.
• Familiarity with front-end technologies (ReactJS, Javascript etc) will be a plus.
• Strong team player who can work efficiently in a highly collaborative effort.
•  Self-motivated and able to work independently as well as within a team.

About Rolling Arrays

Rolling Arrays provides HR Software and HR System Implementation Services (SAP SuccessFactors, Qualtrics, Reimburse, CICO, eFile, eAuthoring) to Clients in Singapore, Malaysia, Australia, UAE, Hong Kong. Rolling Arrays (RA) was featured as Singapore’s Top 75 fastest growing companies by the leading newspaper of Singapore - The Straits Times in 2021 where RA was ranked 48. Rolling Arrays has 2 lines of businesses: 

HR System Implementation Services: 

Rolling Arrays is regarded as number ONE mid-size firm in the South East Asian Market with a strong track record of 12 Years and more than 200 enterprise level HR Technology Implementation projects till date. The services include – 

• SAP SuccessFactors Design Consulting
• SAP SuccessFactors Implementation
• SAP SuccessFactors Change Management
• SAP SuccessFactors Support Services (AMS)

HR Software Products in Rolling Arrays’ portfolio (partner’s products and own products): 

• SAP SuccessFactors (World’s leading End to End Cloud HR Software solution)
• Qualtrics (World’s leading Experience Management Software)
• Reimburse (AI Enabled Travel & Expense Management Software for Enterprises)
• CICO (Intelligent Time Capture Machine, a software alternative to Physical Biometric Devices)
• eFile (Digitize and contextualize all employee documents in one place)
• eAuthoring (Author and publish your own learning content to capture tacit knowledge in the organization)

Parikshram is a Bangalore based tech startup company, building the world's first career success platform for QA-Testing professionals around the world. Currently running through the social media channels with the name of “Software Testing Studio" (soon to be renamed as Parikshram), it has an active user base of ~0.2 million testing professionals and focuses on recruitment, upskilling and community building. The company is growing at a rapid pace and is hiring aggressively.

• 2+ years experience in WordPress CMS Installation, theme customizations.
• Should possess strong knowledge of SEO, Secure sites, Wordpress, Web Design Good knowledge of WordPress development and life cycle (theme hierarchy, plugins, etc
• Strong understanding of PHP back-end development. Experience in front-end technologies like HTML5,CSS3,Bootstrap4,JavaScript,PHP.
• Basic Knowledge of Core PHP, MySQL Database.
• Experience in designing and developing responsive design websites.
• Ability to understand CSS changes and their ramifications to ensure consistent style across platforms and browsers.
• Ability to convert comprehensive layout and wireframes into working HTML pages. Payment Gateway integration for WooCommerce (eg: Paypal, Razorpay, etc).

• You will be proficient in Agile methodologies of Software Development especially SCRUM.
• You will be able to successfully maintain discipline as informed by your seniors.
• You will regularly attend stand-ups and project discussions.
• You will be proficient in full stack dot net development especially web technologies.
• You will have an intermediate level skill set in web development using .net technology.
• You will have a fair understanding of the testing cycle to improve the quality of the software being developed.
• You will assist in writing software requirements documentation.
• You will assist your seniors in doing business analysis on live projects.
• You will assist in doing software testing as and when required.
• You will attend regular training sessions conducted by your seniors.
• You will strive towards writing better code which is more efficient and is also maintainable. 
• You will be proficient in team communication via the official channels such as email, project tracking tools, slack etc.

Roles & Responsibilities:-

Coding and Development. The desired candidate will be responsible for developing next-generation web applications & software products
Analyzing requirements, problems and solving them with the best solution.
Producing high-quality code without much supervision and on-time delivery.
A high degree of passion for developing the ability to rapidly learn and apply new technologies to meet business goals is crucial.
Proficiency in design patterns.
Extensive experience with writing code accessing and manipulating the databases.
Must have worked on Web Services, E-commerce, CRM, e-learning products, etc 
Interacting & working with the design team to match code with design layout.
Working in a cross-functional team, collaborating with peers during the entire SDLC.