Technical Engineering Manager (Python)

About the role:

Unico Connect is an Al-first technology partner that builds custom mobile, web, and AI products for clients across multiple geographies. We are hiring a Senior Al Engineer for a dedicated client engagement focused on building an Al-powered application builder platform - a product where users describe software in plain English and the system generates, previews, and iteratively refines working code. The mandatory requirement for this role is hands-on production experience shipping LLMpowered systems with agent architectures, with experience in code generation or developer tooling contexts a strong advantage. The role is product-focused and deeply hands-on. You will own everything between the user's prompt and correct code landing in the project: the agentic loop, code generation pipeline, context management, evaluation suite, and model cost strategy. You will work alongside the Senior MLOps Engineer who operationalises the infrastructure around your system, and collaborate closely with backend, frontend, and DevOps engineers.

Responsibilities:

Agent architecture: Design and own the agentic loop for the platform - request interpretation, planning, tool-calling sequence (read file, edit file, run build, search code, install package), and stop conditions. Make and revisit architectural decisions on singleagent vs. multi-agent designs, including planner/executor splits and dedicated buildrepair sub-agents.

Code generation pipeline: Own the end-to-end generation flow: task classification, context gathering, planning, targeted edits, verification, and commit. Implement diff/search-replace-based file editing with fuzzy matching and fallback strategies. Enforce scope discipline so the agent makes minimal diffs and does not modify code it was not asked to touch.

Self-repair loop: Build and tune the automated repair loop that pipes compiler, lint, build, and runtime errors back to the model with retry budgets and model escalation. This loop is the primary quality lever - the difference between 60-70% and 90%+ build success rates.

Context management: Build file-relevance retrieval so the agent sees the right files, not the whole codebase: dependency graphs, AST/tree-sitter-based chunking, embeddings, recency signals, and hybrid retrieval. Implement conversation summarisation and memory for long sessions, and address long-project degradation through codebase summaries and periodic consistency passes. Own token budgeting and prompt caching strategy.

Prompt engineering as a discipline: Own the system prompt and per-task prompt variants (new feature, bug fix, styling change). Maintain few-shot examples and enforce coding conventions, stack rules, and prohibited behaviours such as no hardcoded secrets and no whole-file rewrites. Version prompts like code with changelogs and rollback capability.

Evaluation and quality measurement: Design and own the evaluation suite: representative test prompts run on every prompt and model change, scored on build success rate, instruction adherence, and output quality including LLM-as-judge and visual/screenshot checks where relevant. Define regression gates that block qualitydegrading changes from shipping. Treat evals the way engineers treat automated testing: versioned, automated, and tracked over time. This responsibility is nonnegotiable at this level. 

Model strategy and cost: Design model routing - cheap and fast models for classification and small edits, frontier models for complex generation. Drive cost optimisation through prompt caching, diff-based edits over full-file rewrites, and tighter context selection. Track cost per agent run and tokens per task; evaluate new model releases against the eval suite and lead migrations when results justify it.

Safety and reliability of agent behaviour: Defend against prompt injection from user content and fetched web content. Ensure secrets never appear in generated client code. Define what the agent's tools may and may not do in collaboration with the platform team. Contribute to output moderation and abuse-pattern awareness.

Mentorship and engineering standards: Run code reviews, define engineering conventions for Al work, and raise the engineering bar across the Al team. Work closely with the Senior MLOps Engineer on handoff of eval design, prompt configurations, and model routing logic.

Requirements:

Hands-on production ownership of LLM-powered systems with agent architectures (mandatory). Must have personally shipped and operated at least one complex production Al system - agentic, multi-step, or code generation - with end-to-end ownership of architecture, evaluation, and cost. POCs, internal demos, and tutorialgrade work do not qualify.

5+ years of professional software or Al engineering experience, with at least 3 years focused on LLM applications, Al engineering, or production Al systems. Candidates with strong backend backgrounds and a clear, substantive pivot into LLM systems qualify.

Strong Python proficiency and service development. Production-grade Python with FastAPI or equivalent: type hints, async patterns, streaming responses, testing, and packaging. Not notebook-only. 

Depth across LLM APIs and agent systems. Production experience with at least two of OpenAl, Anthropic Claude, Google Gemini, or open-weight models (vLLM, Ollama, Together). Production experience with at least one agent framework (LangGraph, CrewAI, AutoGen, Llamalndex Agents) or hand-rolled equivalent. Hands-on with tool calling, structured outputs, and multi-step reasoning.

Demonstrated, systematic evaluation practice - non-negotiable. Must have built evaluation harnesses that gate production releases, not ad-hoc testing. Hands-on with at least one of LangSmith, Langfuse, Promptfoo, Ragas, or DeepEval. Candidates with no systematic answer to evaluation should not be considered at senior level regardless of other strengths.

Cost discipline for production Al. Track record of measurable cost optimisation on production Al features. Able to speak in specifics: cost per request, savings achieved through caching or model routing, context reduction decisions.

AWS working knowledge. Hands-on with EC2, S3, IAM, and Docker. Comfort with CI/CD workflows and deploying Al services.

Awareness of LLM security failure modes. Familiar with prompt injection patterns, understands that system prompt rules alone are insufficient, and has experience with output validation and content safety in production.

Nice to have: experience with AST/tree-sitter tooling, diff-based editing systems, or compiler-adjacent work; MCP server authoring; open-source Al contributions; published technical writing on LLM systems; multi-modal model experience; fine-tuning exposure (LORA, QLORA, PEFT).

Qualifications :

• Minimum 2 years of .NET development experience (ASP.Net 3.5 or greater and C# 4 or greater).
• Good knowledge of MVC, Entity Framework, and Web API/WCF.
• ASP.NET Core knowledge is preferred.
• Creating APIs / Using third-party APIs
• Working knowledge of Angular is preferred.
• Knowledge of Stored Procedures and experience with a relational database (MSSQL 2012 or higher).
• Solid understanding of object-oriented development principles
• Working knowledge of web, HTML, CSS, JavaScript, and the Bootstrap framework
• Strong understanding of object-oriented programming
• Ability to create reusable C# libraries
• Must be able to write clean comments, readable C# code, and the ability to self-learn.
• Working knowledge of GIT

Qualities required :

Over above tech skill we prefer to have

• Good communication and Time Management Skill.
• Good team player and ability to contribute on a individual basis.
• 
  
• We provide the best learning and growth environment for candidates.

Skills:

    NET Core

   .NET Framework

    ASP.NET Core

    ASP.NET MVC

    ASP.NET Web API  

   C#

   HTML

• Process driven software development has been essential to the growth of Dess and this exciting position is looking for a dynamic professional to further build and develop the software development processes and performance.
• Senior Software Engineer needs to be a self-motivated performer with high levels of ethics, trustworthiness and attention to detail. An ideal candidate would have rich experience in design,development and documentation from initial design through production. The position will require the candidate to perform in a fast paced environment

• Gain a clear understanding of customers' businesses and requirements;
• Plan execution methodology and identify fulfillment plan to address the requirements;
• Full lifecycle application development
• Designing, coding and debugging applications.
• Software analysis, code analysis, requirements analysis, software review, identification of code metrics, system risk analysis, software reliability analysis
• Support, maintain and document software functionality
• Programming analytical skill with highly logical and analytical approach
• Manage documentation by working with other teams and consolidating all required types of reports for future use and test case scenarios.
• Ability to visualize data, concepts and work flows to create diagrams, charts and illustrations to supplement documentation.
• Maintain quality service by establishing and enforcing organization standards.
• Maintain professional and technical knowledge by benchmarking state-of-the-art practices.
• Timely reporting to provide visibility of performance to goal.
• Be data driven and flexible to changes with a natural passion for problem solving.
• Maintain professional and technical knowledge by attending educational workshops; reviewing professional publications; establishing personal networks; participating in professional societies.

• 4+ years of rich experience in the software development with advanced knowledge of JavaScript, C#,
• ASP.Net and SQL Server.
• A self-starter with the ability to work independently and as part of a team.
• Ability to work well in a results oriented environment with firm deadlines;
• Ability to perform multiple tasks effectively while being results-driven and patient
• Able to work both independently and as part of a team
• High degree of attention to detail and trustworthiness
• Strong analytical skills
• Capable of making timely, independent decisions
• Excellent oral, written and interpersonal communications skill
• Ability to think outside the box and generate and implement new ideas.
• Natural interest in team building and leadership with coaching/training skills.
• Excellent organizational skills

Designation : Associate/Admission Counselor

Languages : Good Communication in English & Hindi

Qualification : Graduate & above

Experience : 1 to 4 Years Exp in Sales

Salary : 3.2 LPA to 6 LPA

Shifts timing : 9.30am to 7pm (General Shift)

Process : Inside Sales

Week off : Sunday Fixed week-off

Transportation : No Transport

Age : 20 to 28 Years

Key Responsibility:

Specific responsibilities include

Responsible for the course promotion and sales

Meet the targets set by the team leader

Effective utilization of leads and Maintain a positive and healthy conversion rate

Create a positive brand image and awareness among prospective students

Have a good understanding of the product information and ensure proper handling of all queries of the students by effective Counseling

Make the sales pitch according the customers behavior and requirements

Specific Functional Skills Required:

Strong analytical skills and ability to handle complex sales situations.

Presentation and Probing skills 

Negotiation skills 

Relationship building skills 

Business & Entrepreneurial Acumen

Counseling and selling skills

Specific areas of expertise required are:

Must be a Graduate

Should have 1-6 years of corporate / B2C Inside sales /Outbound sales experience with hands on experience of sales cycle.

Excellent communication, counseling and selling skills

Basic knowledge of methods involved in presenting, promoting and selling Online services

Should be able to communicate in 2-3 languages, 

Communication in Tamil, Malayalam, Kannada languages will be added advantage.

Working knowledge in MS-Office 

Must have strong interpersonal skills, networking skills .

Should be a Team player who can integrate with the sales team

Ø Responsibilities

·                 Investigating user experience design requirements for our suite of digital assets.

·                 Developing and conceptualizing a comprehensive UI/UX design strategy for the brand.

·                 Producing high-quality UX design solutions through wireframes, visual and graphic designs, flow diagrams, storyboards, site maps, and prototypes.

·                 Designing UI elements and tools such as navigation menus, search boxes, tabs, and widgets for our digital assets.

·                 Testing UI elements such as CTAs, banners, page layouts, page designs, page flows, and target links for landing pages.

·                 Providing advice and guidance on the implementation of UX research methodologies and testing activities in order to analyze and predict user behavior.

·                 Adhering to style standards on typography and graphic design.

Ø Requirements

·        Degree in UI/UX design experience for digital products or services.

·        A portfolio of professional UI/UX design work for both web and mobile platforms.

·        Working knowledge of the following technologies and software: Sketch, InVision, Visio, HTML, CSS (SCSS), iOS, Android, Design Systems, and Adobe Creative Suite.

·        A team player but can work independently too.

·        Excellent written and verbal communication skills.

Interview Kickstart is one of the leading platforms helping Software Engineers prepare for tough technical interviews. Over the last 5 years we have helped over 3000 engineers Nail the toughest technical interviews on the planet. We are successful, profitable, and have a vision of building the world's largest Career Upleveling platform. 

We are looking for top-notch, motivated engineers to come join our growing team at IK. 

Who you are

• You have 2 - 7 years experience. 
• You love the buzz of a highly productive and fast moving team. 
• You have a github profile that you want to show off. 
• You love coding and look forward to taking on complex, abstract features. 
• You don't care about front end, backend kinda titles. You like working anywhere in the "stack". 
• You are looking to grow fast with a company that's on a rapid growth path.

What will excite us

• Previous startup experience or experience being part of early teams.
• Experience with the Django & Python universe. 
• Experience with both Relational and NoSQL DBs. 
• Competitive Programming experience. 
• A keen desire to problem solve, brainstorm and debate during the interview. 

What will excite you

• Complete ownership
• Experiment, fail and learn.
• High pedigree, high caliber team. 
• Contribute to every area of our business. Have a real impact with your work. 
• Top of the line compensation.

Our interview process is designed to help you show the best version of yourself. Once your candidature is finalized, we'll send you a short video explaining the interview process.

Look forward to speaking with you soon!