machine learning

Forward-deployed engineers (FDEs) are Mactores' services layer. You embed with the customer's team, own outcomes from discovery through the production cutover, and personally carry the delivery commitment.

The agent platform we deploy absorbs 60–70% of engagement work, discovery, assessment, design, and testing. You absorb the judgment: target architecture, refactoring trade-offs, model selection, cutover strategy, and the decisions an agent platform cannot make. The agent absorbs scale. You absorb judgment. 

This is not a staff-augmentation seat and not an advisory role. You ship.

What you will do?

• Deliver production agentic AI systems and AWS modernization engagements on committed dates across three pillars: Data Platform Modernization, Application & Database Modernization, and AI Agents for Apps.
• Build and productionize AI agents, orchestration, retrieval pipelines, evaluation harnesses, observability running against real customer data, not demo data.
• Convert existing products into agents: expose product functionality as callable tools for agent-to-agent composition, or replace form-and-click UX with agent-native, intent-driven interfaces.
• Convert existing Business processes into agents: expose process functionality as callable tools for agent-to-agent composition, or replace form-and-click UX with agent-native, intent-driven interfaces.
• Embed directly with customer engineering teams. Run architecture sessions, defend design decisions, and align stakeholders from VP Engineering to CTO.
• Make agent decisions traceable and defensible, validation runs in parallel with live workloads, and outputs hold up to internal audit and regulators (HIPAA, PCI-DSS, FSI-grade governance where the vertical demands it).
• Feed field experience back into the platform and practice: your deployment patterns, integration playbooks, and edge cases shape how we deliver.

What are we looking for?

• Excellent communication skills (English) — verbal and written. Non-negotiable. You will present architecture to customer CTOs, write documents that hold up in audit, and defend judgment calls in the room. If you can build but not explain, this role is not a fit.
• You have shipped production agentic AI systems on AWS. Not POCs, not notebooks — systems running in production for real users. This is the primary qualification. Be prepared to walk through what you shipped, the decisions you made, and what broke.
• Deep understanding of agentic architecture — you can design an agent system from first principles and explain why each component exists:
• Agent design patterns: single-agent vs. multi-agent systems, supervisor/orchestrator patterns, hierarchical agent topologies, planner–executor separation, and when each applies.
• Orchestration: building and operating orchestrator agents that decompose tasks, route work to specialist agents or tools, and manage state across multi-step workflows (LangGraph, Strands Agents, CrewAI, or equivalent).
• Memory: short-term/working memory (context management, conversation state) and long-term memory (episodic and semantic stores, vector- and graph-backed retrieval), and the production trade-offs of each.
• Reflection and self-correction: critique loops, self-evaluation, retry-with-feedback patterns, and evaluation harnesses that catch agent failures before customers do.
• Tool use and function calling: schema design, tool-selection reliability, error handling, and agent-to-agent composition.
• RAG and retrieval pipelines: chunking, embedding, hybrid retrieval, reranking, and grounding agent decisions in customer data.
• Strong AWS production experience: Amazon Bedrock and AWS AI services, plus core platform services (Lambda, API Gateway, DynamoDB, RDS/Aurora, Glue, EMR, Redshift, Kinesis, or similar depending on specialization).
• Solid software engineering fundamentals Python, TypeScript, CI/CD, infrastructure-as-code, testing-driven development discipline.
• Experience with data or application modernization (database migration, legacy refactoring, data platform builds) is a strong plus, since agents run against these workloads.
• Indicative experience: roughly 3–10 years in engineering roles, with agentic AI / GenAI as your current day job. We have demonstrated agent-native expertise over tenure — an engineer with 3–4 years of hands-on agentic AI work typically outperforms a 12-year generalist on this work.

You'll be preferred if you've:

• US English verbal and written fluency 
• Delivery experience in one or more of our verticals: Financial Services, Healthcare & Life Sciences, Internet & Software, Manufacturing, or Telco/Media/Entertainment/Gaming/Sports.
• Model tuning and fine-tuning: systematic prompt engineering and optimization; parameter-efficient fine-tuning (LoRA/QLoRA or similar); instruction tuning; working knowledge of RLHF/DPO; sound judgment on when to fine-tune vs. prompt vs. RAG; and evaluation of tuned models against baselines. Fine-tuning experience on Amazon Bedrock or SageMaker is a plus.
• Experience with compliance-sensitive AI systems (HIPAA, PCI-DSS, SOC 2, data residency).
• Knowledge graph, code-analysis (AST), or CDC/streaming experience (Debezium, Kafka/MSK).
• Solid software engineering fundamentals — Java, C++, Go Lang, .Net, Rust
• Prior customer-facing consulting or forward-deployed experience.
• AWS certifications (Solutions Architect Professional, Machine Learning Specialty, or Data Analytics).

Why This Role?

• You own outcomes, not tickets. FDEs carry the delivery commitment personally — architecture, judgment, and cutover are yours.
• You work agent-native from day one. Our delivery model would not function without agents. You build with the platform, not around it.
• You ship. Engagements measured in weeks to production, legacy retired, outcomes named. No archived pilots.
• You compound. Field delivery informs the Aedeon platform roadmap; the platform's growth expands what you can deliver. Few engineering roles sit in that loop.

Key Responsibilities

• Handle student inquiries and provide clear, detailed information about courses, programs, and admission procedures.
• Counsel prospective students on appropriate course options based on their educational background, interests, and career aspirations.
• Follow up with leads through calls, emails, and in-person meetings to achieve monthly and quarterly enrollment targets.
• Coordinate with marketing and academic teams to ensure a smooth and efficient admission process.
• Maintain strong relationships with students by delivering exceptional customer service, contributing to student satisfaction and retention.
• Maintain accurate records of leads, follow-ups, and admissions in CRM systems or internal databases.
• Participate in promotional events, webinars, and information sessions as required.

Required Skills and Qualifications

• Minimum 2 years of experience in EdTech, educational sales, or student counselling.
• Fluency in Kannada, English, and Hindi (spoken and written).
• Strong communication, persuasion, and interpersonal skills.
• Ability to work independently and collaborate with teams effectively.
• Graduate degree in any discipline; additional certification in counselling, sales, or student guidance is an added advantage.
• Strong organizational skills, time management, and attention to detail.
• Proficiency in basic computer applications (MS Office, email, CRM tools) preferred.

Preferred Attributes

• Goal-oriented mindset with the ability to work in a fast-paced environment.
• Empathetic approach with excellent listening and counselling skills.
• Willingness to learn, adapt, and handle diverse student requirements.

• Cold calling, Lead generation, Lead Capture, Lead qualification distribution.
• Construct Tele sales pitches On-line presentations.
• Maintain Sales funnel Track through sales calls process and follow-ups until deal closure.
• Develop and execute business plans to achieve and exceed monthly, quarterly, and/or annual sales goals as assigned.
• Grow business through the development of new leads, contacts, and clients.
• Identify new revenue opportunities and Lead generation.
• Build business relationships with current and potential clients.
• Execute, Maintain and update sales tasks activities in the official CRM software/application.
• Manage Sales pipelines, Deal funneling, prospecting, and closing opportunities into top accounts.
• Conduct calls with customers and prospects, provide effective presentations, written proposals to prospective customers.
• Maintain a thorough knowledge of products technology as well as industry trends.

Qualifications, Experience Skillset

• Masters/Bachelor s degree in Business Administration, or equivalent
• 1-2 years Inside Sales/tele-calling experience
• Exposure in IT Sales, Software sales or EdTech preferred.
• Well-verse with CRM tools, Digital/social media, web conferencing, etc.
• Intuitive and insightful, particularly in human behavior.
• Ability to generate revenue by identifying pain points and suggesting suitable products or services.
• Excellent written + verbal communication , Tele-calling skills convincing approach.
• Resourceful, with outstanding research skills.
• Must own a Laptop Smartphone.

Job Title: Product Owner – Payments & Funds Transfer

Location: Pune, India

Experience: 5+ Years

Employment Type: Full-time

Job Summary:

We are looking for a skilled and driven Product Owner with proven experience in business and systems analysis within the Payments and Funds Transfer domain. The ideal candidate will possess deep domain knowledge of SWIFT, Clearings, RTGS, and familiarity with SEPA, CHIPS, and Fedwire. You will serve as the key liaison between business stakeholders and technical teams to define, prioritize, and deliver impactful product features in a fast-paced financial services environment.

Key Responsibilities:

• Act as the primary point of contact for product features and roadmap in the Payments domain.
• Gather, analyze, and translate business and system requirements into detailed user stories and product backlogs.
• Collaborate with cross-functional teams including developers, QA, business analysts, and stakeholders.
• Own and manage the product backlog; prioritize features based on business value and technical feasibility.
• Conduct gap analysis, define workflows, and ensure business rules and compliance requirements are captured.
• Participate in agile ceremonies such as sprint planning, reviews, and retrospectives.
• Provide subject matter expertise in payment systems, clearing mechanisms, and regulatory compliance.

Required Skills & Experience:

• Minimum 5 years of experience as a Product Owner or Business/System Analyst in the Payments/Funds Transfer domain.
• Strong understanding of SWIFT, RTGS, and Clearing Systems.
• Working knowledge of SEPA, CHIPS, Fedwire is a plus.
• Proven experience translating business needs into functional and technical specifications.
• Familiarity with Agile/Scrum methodology and tools like Jira, Confluence, etc.
• Excellent communication, stakeholder management, and problem-solving skills.
• Bachelor’s degree in Computer Science, Finance, Business, or related field.

We are seeking a highly skilled and experienced Senior Flutter Consultant to join our team. As a Senior Flutter Consultant, you will play a critical role in developing innovative and user-friendly mobile applications for our clients. You will collaborate with cross-functional teams, including designers, developers, and project managers, to deliver high-quality solutions that meet our clients' business objectives.

Responsibilities:

1. Develop and maintain Flutter applications for iOS and Android platforms.
2. Collaborate with designers and developers to translate wireframes and UI designs into fully functional mobile applications.
3. Provide technical expertise and guidance to the development team regarding best practices for Flutter application development.
4. Write clean, efficient, and maintainable code that adheres to industry standards and project requirements.
5. Conduct code reviews and provide constructive feedback to ensure code quality and performance optimization.
6. Troubleshoot and debug issues, identify bottlenecks, and propose effective solutions to technical challenges.
7. Stay updated with the latest trends and advancements in the Flutter framework and mobile app development.
8. Mentor and coach junior developers, sharing knowledge and promoting a culture of continuous learning and improvement.
9. Collaborate with project managers and clients to understand their requirements, provide technical insights, and deliver solutions within the agreed timelines.
10. Participate in Agile/Scrum development processes, including sprint planning, backlog grooming, and daily stand-ups.

Requirements:

1. Bachelor's degree in Computer Science, Engineering, or a related field.
2. Minimum 3 years of professional experience in mobile application development, with at least 2 years of hands-on experience with Flutter.
3. Strong proficiency in Dart programming language and Flutter framework.
4. Extensive experience in building and deploying mobile applications on both iOS and Android platforms.
5. Solid understanding of software development principles, including object-oriented programming, design patterns, and architectural best practices.
6. Experience with RESTful APIs, third-party integrations, and asynchronous programming.
7. Knowledge of version control systems (e.g., Git) and experience with collaborative development workflows (e.g., GitFlow).
8. Familiarity with mobile app testing frameworks and tools, such as Flutter testing framework, XCTest, and Espresso.
9. Excellent problem-solving and debugging skills, with the ability to analyze complex issues and propose effective solutions.
10. Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams and clients.
11. Experience working in an Agile/Scrum development environment.
12. Proven ability to meet deadlines and deliver high-quality work in a fast-paced, dynamic environment.

Preferred Qualifications:

1. Experience with hybrid app development frameworks (e.g., React Native) is a plus.
2. Knowledge of backend technologies, such as Node.js or Firebase, for building APIs and integrating with databases.
3. Contributions to open-source projects or personal Flutter app projects.
4. Certifications related to mobile app development or Flutter.

Join our team and contribute to the development of cutting-edge mobile applications using Flutter. As a Senior Flutter Consultant, you will have the opportunity to work on diverse projects, leverage your expertise, and make a significant impact on our clients' businesses.

• Job Title:- Backend/DevOps Engineer
• Job Location:- Opp. Sola over bridge, Ahmedabad
• Education:- B.E./ B. Tech./ M.E./ M. Tech/ MCA
• Number of Vacancy:- 03
• 5 Days working
• Notice Period:- Can join less than a month
• Job Timing:- 10am to 7:30pm.

About the Role

Are you a server-side developer with a keen interest in reliable solutions?

Is Python your language?

Do you want a challenging role that goes beyond backend development and includes infrastructure and operations problems?

If you answered yes to all of the above, you should join our fast growing team!

We are looking for 3 experienced Backend/DevOps Engineers who will focus on backend development in Python and will be working on reliability, efficiency and scalability of our systems. As a member of our small team you will have a lot of independence and responsibilities. 

As Backend/DevOps Engineer you will...:-

• Design and maintain systems that are robust, flexible and preformat
• Be responsible for building complex and take high- scale systems
• Prototype new gameplay ideas and concepts
• Develop server tools for game features and live operations
• Be one of three backend engineers on our small and fast moving team
• Work alongside our C++, Android, and iOS developers
• Contribute to ideas and design for new features

To be successful in this role, we'd expect you to…:-

• Have 3+ years of experience in Python development
• Be familiar with common database access patterns
• Have experience with designing systems and monitoring metrics, looking at graphs.
• Have knowledge of AWS, Kubernetes and Docker.
• Be able to work well in a remote development environment.
• Be able to communicate in English at a native speaking and writing level.
• Be responsible to your fellow remote team members.
• Be highly communicative and go out of your way to contribute to the team and help others

Build large scale web applications with Single Page Applications (SPA) architecture.

Experience to develop MV(C) based front end frameworks.

Experience with JavaScript, HTML, CSS.

Experience with JavaScript frameworks like Angular, preferably React.JS.

Good understanding of asynchronous request handling, partial page updates, AJAX and Redux.

Proficient with Chrome Developer Tools.

Additional Preferred Qualifications

Experience in Restful API services.

Experience in using performance, analytics and UX tools.

Experience with pull request process and contributing to OSS on github.com.

Experience with unit testing frameworks Mocha and Chai.

Experience with Jenkins.