Senior Artificial Intelligence/Machine Learning Engineer

Ciklum; Pune District, Chennai; Híbrido; INR 6.500.000 - 9.000.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical insurance

Mental health support

Financial & legal consultations

Udemy access

Company-paid certifications

Descripción de la vacante

Ciklum, a leading product engineering company in India, is seeking a Senior Artificial Intelligence/Machine Learning Engineer to join our team on a full-time basis. You will join a cross-functional team to engineer experiences of tomorrow, focusing on scalable document processing and AI-driven extraction.

You will own ingestion, extraction, and governance, building production-grade pipelines, confidence models, and human-in-the-loop interfaces while mentoring mid-level engineers.

Formación

• Experience implementing production-grade extraction agents for unstructured documents.
• Strong OCR expertise with degraded inputs and layout-aware extraction.
• Proven ability to build multi-step reasoning chains and state management for autonomous agents.
• Experience designing end-to-end ingestion, inference, evaluation, monitoring and feedback loops.

Responsabilidades

• Agent development: design, build, test extraction agents mapping document language to a fixed schema.
• Ingestion engineering: create robust ingestion pipelines for degraded inputs and mixed layouts.
• Confidence & routing: develop per-field confidence models guiding routing to review queues when needed.
• Knowledge engineering: configure RAG bases to provide secure, domain-specific context.

Conocimientos

AWS Bedrock

Document AI

Structured Extraction

RAG Knowledge Bases

Human-in-the-Loop

Pipeline Engineering

Safety & Governance

Ownership

Herramientas

Textract

LLM Pipelines

Descripción del empleo

Ciklum is looking for a Senior Artificial Intelligence/Machine Learning Engineer to join our team full-time in India.

We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.

About the role:

As a Senior Artificial Intelligence/Machine Learning Engineer, become a part of a cross-functional development team engineering experiences of tomorrow.

Responsibilities:

• Agent Development: Design, build, and test production-grade extraction agents that map unstructured document language to a structured target schema, supporting multiple schema variants
• Ingestion Engineering: Build a document ingestion pipeline robust to degraded inputs, including low-quality scans, multi-generation photocopies, mixed image and text PDFs, and inconsistent layouts
• Confidence & Routing: Develop a per-field confidence model that drives routing, where high-confidence fields flow straight through and low-confidence fields land in the review queue
• Knowledge Engineering: Build and configure RAG knowledge bases to provide agents with secure, domain-specific context, controlling grounding and hallucination on documents where a wrong value has real downstream consequences
• Safety & Governance: Implement Human-in-the-Loop escalation interfaces, confidence thresholds, and egress controls, where reviewer corrections feed back as training signal
• Re-processing: Build a diff path that compares new output against prior records and surfaces material changes
• Optimization: Configure model selection, token optimization, and cost and latency strategies across the inference pipeline
• Mentorship: Provide technical guidance to mid-level AI engineers and standardize extraction, confidence, and orchestration patterns

Requirements:

• AWS & Bedrock: Deep AWS architecture experience with hands-on Bedrock work, including model selection, prompt and context engineering, evaluation, and cost and latency optimization in production
• Document AI: Strong background in OCR on degraded inputs (Textract or equivalent), layout-aware extraction, and handling the gap between what OCR returns and what a schema needs
• Structured Extraction: Demonstrated experience extracting structured data from long, unstructured documents into a fixed schema, including confidence estimation and calibration
• Agentic Intelligence: Proven track record building multi-step reasoning chains, tool-use protocols, and state management for autonomous agents
• Pipeline Engineering: Production RAG or LLM pipeline experience, including chunking, retrieval, and grounding
• HITL Systems: Ability to design human-in-the-loop systems where model output is triaged, not blindly trusted, and reviewer corrections become training signal
• Ownership: Comfort owning a system end to end, from ingestion and inference to evaluation harness, monitoring, and the feedback loop

Desirable:

• Confidence Calibration: Selective-prediction techniques and knowing when the model doesn't know
• Evals Literacy: Experience building programmatic evaluation harnesses and testing against golden datasets to measure field-level accuracy, review-queue precision and recall, and drift
• Data Governance: Experience building on proprietary domain corpora

Whats in it for you?

• Strong community: Work alongside top professionals in a friendly, open-door environment
• Growth focus: Take on large-scale projects with a global impact and expand your expertise
• Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
• Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
• Care: Weve got you covered with company-paid medical insurance, mental health support, and financial & legal consultations

About us:

At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, you’ll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.

India is a strategic innovation hub for Ciklum, with growing teams in Chennai and Pune leading advancements in EdgeTech, AR/VR, IoT, and beyond. Join us to collaborate on game-changing solutions and take your career to the next level.

Explore, empower, engineer with Ciklum!