AI Solution Engineer

Milestone Technologies, Inc.; Ernakulam; On-site; INR 600,000 - 900,000; Full time

Job summary

Milestone Technologies is seeking a capable data-extraction engineer with 2-5 years of experience to build and test extraction components, parsers for PDFs, images, and emails, and to craft prompts and classification logic.

You will label datasets, run accuracy tests, and help integrate with email inboxes and workflows. Proficiency in Python, APIs, JSON, REST, and familiarity with LLMs and prompt engineering are required.

Qualifications

• 2-5 years of experience in an extraction/AI/ML role.
• Build extraction components and parsers for varied attachments (PDFs, images, emails).
• Write and refine prompts and classification logic for data extraction.
• Label unstructured documents and maintain evaluation datasets.
• Run accuracy tests and report findings to the team.
• Assist with review-queue flags for low-confidence/missing information.
• Support integration with email inboxes and workflow queues during testing/deployment.
• Write clean, documented code and unit tests.

Responsibilities

• Build and test extraction components.
• Write and refine prompts and classification logic.
• Build parsers for different attachment formats, including PDFs, scanned documents, images, and email threads.
• Prepare and label unstructured documents for testing, and maintain evaluation datasets.
• Run accuracy tests, track results against confidence thresholds, and report findings to the team.
• Help implement review‑queue flags for low‑confidence, missing‑information, or mismatched items.
• Support integration work with email inboxes and workflow queues, and help troubleshoot issues during testing and deployment.
• Write clean, documented code and unit tests.

Skills

Python

APIs & REST

Data structures

JSON

Git

LLMs

Prompt engineering

Education

Degree in Computer Science, IT, Data Science, or a related field

Tools

PDF parsing

OCR

Email workflows

Job description

Company Overview

Milestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and operational agility. Milestone is focused on building an employee-first, performance-based culture and for over 25 years, we have a demonstrated history of supporting category-defining enterprise clients that are growing ahead of the market. The company specializes in providing solutions across Application Services and Consulting, Digital Product Engineering, Digital Workplace Services, Private Cloud Services, AI/Automation, and ServiceNow. Milestone culture is built to provide a collaborative, inclusive environment that supports employees and empowers them to reach their full potential.

Company Overview

Milestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and operational agility. Milestone is focused on building an employee-first, performance-based culture and for over 25 years, we have a demonstrated history of supporting category-defining enterprise clients that are growing ahead of the market. The company specializes in providing solutions across Application Services and Consulting, Digital Product Engineering, Digital Workplace Services, Private Cloud Services, AI/Automation, and ServiceNow. Milestone culture is built to provide a collaborative, inclusive environment that supports employees and empowers them to reach their full potential.

Our seasoned professionals deliver services based on Milestone’s best practices and service delivery framework. By leveraging our vast knowledge base to execute initiatives, we deliver both short‑term and long‑term value to our clients and apply continuous service improvement to deliver transformational benefits to IT. With Intelligent Automation, Milestone helps businesses further accelerate their IT transformation. The result is a sharper focus on business objectives and a dramatic improvement in employee productivity. Through our key technology partnerships and our people‑first approach, Milestone continues to deliver industry‑leading innovation to our clients. With more than 3,000 employees serving over 200 companies worldwide, we are following our mission of revolutionizing the way IT is deployed.

Job Overview

Experience : 2-5 Years

Key Responsibilities

• Build and test extraction components
• Write and refine prompts and classification logic.
• Build parsers for different attachment formats, including PDFs, scanned documents, images, and email threads.
• Prepare and label unstructured documents for testing, and maintain evaluation datasets.
• Run accuracy tests, track results against confidence thresholds, and report findings to the team.
• Help implement review‑queue flags for low‑confidence, missing‑information, or mismatched items.
• Support integration work with email inboxes and workflow queues, and help troubleshoot issues during testing and deployment.
• Write clean, documented code and unit tests.

Required Skills

• Good Python skills and understanding of core CS concepts (data structures, APIs, JSON, REST).
• Understanding of how LLMs work, and familiarity with prompt engineering through projects, internships, or coursework.
• Basic knowledge of text extraction from PDFs and images.
• Understanding of classification and metrics such as accuracy, precision, and recall.
• Comfort with Git and the command line.
• Attention to detail, since small extraction errors can send a document to the wrong channel.

Nice to Have

• Projects involving document processing, OCR, invoice or form extraction, or email automation (a GitHub link is a plus).
• Exposure to Azure, AWS, or GCP AI services.
• Basic SQL and experience working with structured reference data.
• Interest in or exposure to the insurance or financial services domain.
• Degree in Computer Science, IT, Data Science, or a related field.

Compensation

Estimated Pay Range: Exact compensation and offers of employment are dependent on circumstances of each case and will be determined based on job‑related knowledge, skills, experience, licenses or certifications, and location.

Our Commitment to Diversity & Inclusion

At Milestone we strive to create a workplace that reflects the communities we serve and work with, where we all feel empowered to bring our full, authentic selves to work. We know creating a diverse and inclusive culture that champions equity and belonging is not only the right thing to do for ouremployees butis also critical to our continued success.

Milestone Technologies provides equal employment opportunity for all applicants and employees. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, gender, gender identity, marital status, age, disability, veteran status, sexual orientation, national origin, or any other category protected by applicable federal and state law, or local ordinance. Milestone also makes reasonable accommodations for disabled applicants and employees.

We welcome the unique background, culture, experiences, knowledge, innovation, self‑expression and perspectives you can bring to our global community. Our recruitment team is looking forward to meeting you.