Azure Data Engineer

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).

We are looking for a proactive and client-focused Client Servicing Executive – SEO to join our digital marketing team. The ideal candidate will act as a bridge between clients and the SEO team, ensuring seamless communication, timely delivery of tasks, and high-quality service. This role requires strong coordination skills, understanding of SEO fundamentals, and the ability to manage multiple projects efficiently.

Key Responsibilities

• Serve as the primary point of contact for assigned SEO clients.
• Understand client requirements, goals, and expectations to convey them effectively to the internal SEO team.
• Coordinate with SEO strategists, content writers, and technical team to ensure timely and accurate execution of deliverables.
• Prepare and share SEO performance reports, updates, and insights with clients.
• Ensure client satisfaction by addressing queries, resolving issues, and maintaining strong relationships.
• Conduct regular follow-ups and schedule review meetings with clients.
• Assist in strategy development by understanding client industries and competitor landscapes.
• Monitor project timelines, deliverables, and overall progress to ensure everything stays on track.
• Work with the team to improve processes and enhance client experience.
• Maintain documentation of client communications, project updates, and feedback.

Required Skills & Qualifications

• Bachelor’s degree in Marketing, Business, Communications, or related field.
• 1–3 years of experience in SEO client servicing, account management, or digital marketing.
• Basic understanding of SEO concepts (keywords, on-page, backlinks, analytics, etc.).
• Strong communication and interpersonal skills.
• Ability to multitask, prioritize, and manage multiple client accounts.
• Proficiency in MS Office, Google Workspace, and project management tools.
• Excellent problem-solving attitude with a customer-centric approach.
• Prior experience working in a digital marketing agency.
• Knowledge of SEO tools like Google Analytics, Search Console, Ahrefs, SEMrush, Moz, etc.
• Ability to analyze SEO reports and give meaningful insights to clients.
• Competitive salary and growth opportunities.
• A collaborative and supportive work environment.
• Opportunity to work with diverse brands and industries.
• Skill development and training in SEO & digital marketing.

We are seeking dynamic and results-driven professionals to join our Business Development team focused on Trade Credit Insurance. The role involves identifying, soliciting, and acquiring large corporate accounts for trade credit solutions. The incumbent will play a pivotal role in driving strategic client acquisitions, fostering relationships with key decision-makers, and achieving revenue targets through value-driven insurance advisory.

Key Responsibilities:

• Drive acquisition of large and mid-size corporate clients for trade credit insurance solutions.

• Understand client requirements around credit, loans, working capital, and trade finance, and tailor insurance offerings accordingly.

• Develop and maintain strong relationships with key stakeholders including CFOs, Risk Managers, and Treasurers.

• Prepare and present compelling proposals, negotiate terms, and close high-value deals.

• Collaborate with internal teams and underwriters to structure solutions aligned with client needs.

• Maintain deep knowledge of trade credit products, industry trends, and competitor offerings.

• Ensure seamless onboarding and service delivery for acquired clients.

Experience Required:

• 5–10 years of proven experience in corporate sales, preferably in the Banking or Financial Services Industry

• Exposure to trade credit, loans, working capital management, and trade finance is essential

Skills Required:

• Strong corporate sales acumen with ability to handle long sales cycles and high-value deals

• Experience in B2B client engagement, solution selling, and account management

• Excellent communication, negotiation, and presentation skills

• Ability to understand financial products and align them with insurance solutions

• Strong network and understanding of the banking, credit, and financial ecosystem

Key Responsibilities:

• Design user-friendly interfaces for web and mobile applications using Figma.
• Create wireframes, UI mockups, user flows, and interactive prototypes.
• Collaborate with cross-functional teams including developers and product managers.
• Ensure consistency in design elements, styles, and branding.
• Collect and incorporate feedback to improve designs.
• Stay updated with current design trends and tools.

Position Overview:

As the Operations Manager, you will play a crucial role in ensuring that disabled individuals receive the best possible care and support from our team of associates. You will be responsible for managing the day-to-day operations, client relations, associate recruitment, training, and overall quality of services provided.

Key Responsibilities:

Onboarding

·       Create a team of associates who will visit the customers and provide services as mentioned in the introduction note. Will be responsible for onboarding this team.

Quality Assurance:

·       Establish and oversee quality assurance programs to monitor and evaluate the performance of associates.

·       Conduct regular assessments, feedback sessions, and performance reviews to maintain high standards of care.

Scheduling and Coordination:

·       Manage the scheduling and coordination of associates to ensure that clients receive timely and appropriate support.

·       Collaborate closely with the scheduling team to accommodate individual client needs and preferences.

Compliance and Regulations:

·       Stay informed about industry regulations and ensure that all operations adhere to legal and ethical standards.

·       Implement and enforce compliance protocols and guidelines.

Budget Management:

·       Efficiently manage the operations budget, allocating resources for recruitment, training, and ongoing support while maintaining cost-effectiveness.

Emergency Response:

·       Lead the development of emergency response protocols and ensure that associates are well-prepared to handle unforeseen situations while caring for disabled clients.

Continuous Improvement:

·       Seek feedback from clients, associates, and their families to identify areas for enhancement and innovation in the services provided.

·       Drive continuous improvement initiatives to enhance client outcomes.

Client Relations:

·       Build and maintain strong relationships with clients and their families.

·       Ensure that individual client needs and preferences are understood and met by our associates.

Associate Recruitment and Training:

·       Lead the recruitment process for associates, identifying candidates with the skills and empathy required to support disabled clients effectively.

·       Develop and implement comprehensive training programs to equip associates with the knowledge and sensitivity needed to deliver exceptional care.

Qualifications:

·       Bachelor's degree in Healthcare Administration, Business Management, or a related field (Master's degree preferred).

·       Proven experience of 4 -6 years in healthcare management, disability services, or a related field.

·       Strong leadership and team management skills.

·       Excellent communication and interpersonal abilities.

·       Knowledge of industry regulations and compliance standards.

·       Ability to analyze data and make informed decisions.

·       Compassion, empathy, and a genuine commitment to improving the lives of disabled individuals.

Role - Senior Analytics Executive

Experience - 1-2 years

Location - Open (Remote working option available)

About Company :-

Our team is made up of best in class digital, offline, and integrated media experts who work together to enhance media's contribution to Google's business. Our team operates in a seamlessly integrated way across strategy, planning, investment, creative, business sciences and analytics, data and technology. The profile of people who work are world class, committed to establishing a new high water mark in the media industry.

About the role/ Some of the things we'd like you to do:

- Support the Analytics team and other stakeholders with analytics agendas impacting campaigns, measurement frameworks, and campaign optimization.

- Conduct thorough data analysis using various tools and software within MFG to provide insights and recommendations that align with client needs.

- Collaborate with internal stakeholders across disciplines and countries to understand client objectives, providing support and expertise in data and analytics while identifying opportunities for advanced analytics solutions.

- Formulate strategic recommendations with the team based on gathered insights, and support the delivery of reporting for clients.

- Continuously improve project performance and processes by collaborating with the team to develop new tools and solutions.

About yourself/ Requirements:

- Bachelor's degree in a related quantitative field (e.g. Statistics, Business Analytics, Economics, Computer Science, etc.)

- 1-2 years of relevant work experience in data analysis; digital media experience desired

- Strong knowledge of various data analysis tools and software (e.g., Excel, SQL, R, Python, Tableau).

- Is proficient in statistical principles and how they apply to tasks/work items.

- Excellent problem-solving skills and the ability to analyze complex data sets.

- Strong communication and interpersonal skills, with the ability to present data-driven insights to both technical and non-technical audiences.

- Ability to work independently and as part of a team, with strong collaboration skills.

- Demonstrated ability to manage multiple projects and prioritize tasks effectively.

- Passion tor continuous learning and staying current with industry trends and best practices in analytics.

Hiring PHP Developers - Durgapur, West Bengal

WORK FROM OFFICE (Durgapur)

Candidate should relocate to Durgapur to do the job.

Timing: 10 AM-7 PM

Workdays: Monday-Friday (Only last Saturday of every month is working)

Candidates having experience of minimum 3 years can apply.

Responsibilities and Duties:

Can work on live projects of international clients.

Can handle multiple projects

Error-free coding.

Requirement -

Minimum 3 Years Experience.

Knowledge in Custom PHP, Codeigniter, Laravel

Knowledge in MYSQL

Knowledge in HTML5, CSS3

Knowledge in Javascript

Knowledge in Jquery

Knowledge in Ajax

Knowledge in Web API & Rest API

Knowledge in Third Party API Integration

Education:

Bachelor's (Required)

Experience:

PHP: 3 years (Required)

Laravel: 3 years (Preferred)

CodIgnighter: 3 years (Preferred)

Job Type: Full-time