Business Development 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)

Super Quality Data Architect, Data Engineering Manager / Director Profile

Mandatory (Experience 1) - Must have 12+ YOE in Data Engineering roles, with at least 2+ years in a Leadership role

Mandatory (Experience 2) - Must have 7+ YOE in hands-on Tech development with Java (Highly preferred) or Python, Node.JS, GoLang

Mandatory (Experience 3) - Must have strong experience in large data technologies, tools like HDFS, YARN, Map-Reduce, Hive, Kafka, Spark, Airflow, Presto etc.

Mandatory (Experience 4) - Strong expertise in HLD and LLD, to design scalable, maintainable data architectures.

Mandatory (Team Management) - Must have managed a team of atleast 5+ Data Engineers (Read Leadership role in CV)

Mandatory (Company) - Product Companies (Prefers high-scale, data-heavy companies)

Preferred

Preferred (Education) - Must be from Tier - 1 Colleges, preferred IIT

Preferred (Stability) - Candidate must have spent minimum 3 yrs in each company.

Preferred (Experience) - Must have recent 4+ YOE with high-growth Product startups, and should have implemented Data Engineering systems from an early stage in the Company

We are looking for a foreign accountant having basic depth knowledge of accounting and proficient with software like Quickbook, Xero, Sage etc.

ython Developer responsibilities include:

• Writing effective, scalable code
• Developing back-end components to improve responsiveness and overall performance
• Integrating user-facing elements into applications

Job brief

We are looking for a Python Developer to join our engineering team and help us develop and maintain various software products.

Python Developer responsibilities include writing and testing code, debugging programs and integrating applications with third-party web services. To be successful in this role, you should have experience using server-side logic and work well in a team.

Ultimately, you’ll build highly responsive web applications that align with our business needs.

Responsibilities

• Write effective, scalable code
• Develop back-end components to improve responsiveness and overall performance
• Integrate user-facing elements into applications
• Test and debug programs
• Improve functionality of existing systems
• Implement security and data protection solutions
• Assess and prioritize feature requests
• Coordinate with internal teams to understand user requirements and provide technical solutions

Requirements and skills

• Work experience as a Python Developer
• Expertise in at least one popular Python framework (like Django, Flask or Pyramid)
• Knowledge of object-relational mapping (ORM)
• Familiarity with front-end technologies (like JavaScript and HTML5)
• Team spirit
• Good problem-solving skills
• BSc in Computer Science, Engineering or relevant field

Automation QA Engineer

This position will play a primary role in planning, implementing, leading, and executing all aspects of Quality and Testing. The role requires hands-on QA expertise, ability to take initiative, develop, and evolve our QA processes. The right candidate will be able to analyze the systems to determine what to test, the priority of those tests and the best way to test.

• Perform impact/test analysis for the new features, feature-enhancements, and bug fixes.
• Conduct test design and test execution for functional/non-functional aspects of features / product.
• Hands-on execution for functional/non-functional aspects of features / product.
• Automate the tests to ensure repeatability of tests.

An enthusiastic individual with the following skills. Please do not hesitate to apply if you do not match all of it. We are open to promising candidates who are passionate about their work and are team players.

• 7+ year's experienced software quality professional.
• Experienced developing and executing test cases, scripts, plans and procedures to support various development methodologies.
• Familiarity with entire software development life cycle and test cycles (Unit, Regression, Functional, Systems, Performance and Volume, User Acceptance).
• Knowledge & experience on java or python, selenium, Appium, etc. to perform the automation of websites and apps on desktop/handheld devices.
• Knowledge & experience on tools like JMeter, Gatling, locust to perform non-functional tests.
• Detailed and effective written communication skills for documenting the features tested and bugs found.
• Highly organized, detail oriented, extremely responsive candidate who would like to take up technical challenges.
• Self-motivated, works well independently and with others.

You will work with a top-notch tech team and report to the engineering head.

A wholesome opportunity in a fast-paced environment will enable you to juggle between concepts yet maintain the quality of content, interact, share your ideas, and have loads of learning while at work. Work with a team of highly talented young professionals and enjoy the benefits of being at Xoxoday.

A fast-growing SaaS commerce company based in Bangalore with offices in Delhi, Mumbai, SF, Dubai, Singapore, and Dublin. We have three products in our portfolio: Plum, Empuls, and Compass. works with over 1000 global clients. We help our clients engage and motivate their employees, sales teams, channel partners, or consumers for better business results.

We look forward to connecting with you. As you may take time to review this opportunity, we will wait for a reasonable time of around 3-5 days before we screen the collected applications and start lining up job discussions with the hiring manager. However, we assure you that we will attempt to maintain a reasonable time window for successfully closing this requirement. The candidates will be kept informed and updated on the feedback and application status.

About Briq

With locations in California, Canada and India, Briq is altering the landscape for construction decision making. We are harnessing the power of data to build the industry's first construction data cloud. Leaders in automation, machine learning, and artificial intelligence, Briq is helping construction companies minimize risk and maximize success.

Briq is a financial automation platform that is changing the way construction companies run their business.

Know More About Us

https://angel.co/recruit/jobs/2225999">https://br.iq/about/us

https://angel.co/recruit/jobs/2225999">https://techcrunch.com/2019/02/22/briq-the-next-building-block-in-techs-reconstruction-of-the-construction-business-raises-3-million/

Tech Stack

Must Have

Python 3.6 or later, Flask or Django, Microservices, SQL / NoSQL , REST APIs , Redis , Docker, Design Patterns, Unit Testing, HTML/ CSS / Javascript, VueJs or ReactJs, Git, Low Level System Design

Nice To Have

Cloud (AWS/ GCP / Azure), Software Best Practices, Data Structures, Algorithms, System Design, Gitlab, Database Design, ELK Stack, Messaging technologies like RabbitMQ, Apache Kafka etc.

Responsibilities

Develop applications and features Identify and resolve roadblocks ahead of time
Be an independent contributor with high throughput
Align with product and project managers and ensure proper handoff of requirements
Develop, test, debug, support, and enhance software as per product specifications
Maintain strong coding, compliance, and security standards
Evaluate and provide technical solutions to solve a variety of complex and interdependent processes.
Drive complete ownership over every technical aspect of the features As part of the team, ensure members adhere to our code quality and testing standards.

Your Qualifications

Working experience in VueJs or ReactJs 3-7 years
Working experience in Python 3-7 years
Demonstrated end-to-end ownership for development of least one cloud-based product -
Experience in building microservices / platforms is desirable
Exceptional communication and interpersonal skills - including work estimation, facilitation, and consensus building skills Mentoring / coaching Junior Engineers.
Willingness to learn new technologies is a must
Proven ability to project and meet estimated deadlines
Self-motivated, fast learner with attention to detail and quality
Excellent diagnostic, troubleshooting, and communication skills

Benefits

Modern tech stack for curious minds - Cloud, Kubernetes, Microservices Extensive individual responsibility and support to grow professionally Market competitive pay Best in industry wellness benefits - medical insurance, leaves, work-life balance Flexible work hours Remote work Transparent culture and process with open access to management