AI / ML Engineer
Accenture
2 - 5 years
Hyderabad
Posted: 13/09/2025
Job Description
Project Role Description : Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality. Be able to apply GenAI models as part of the solution. Could also include but not limited to deep learning, neural networks, chatbots, image processing.
Must have skills : Machine Learning
Good to have skills : Microsoft Azure Machine Learning
Minimum 5 year(s) of experience is required
Educational Qualification : 15 years full time education
Job Description: MLOps Engineer Role Summary Own the infrastructure and pipelines that take data, models, prompts, and agents from development to reliable, observable production. Provide CI/CD, model/prompt registries, evaluation/monitoring, search/index operations, and cost governance. Should have prior experience in deploying models for real-time / batch inferencing methods. Responsibilities • Implement CI/CD for data, models, prompts, and agents (blue/green, canary); artifact/version management and rollbacks. • Operate retrieval infrastructure: Elastic/OpenSearch and vector indexes (FAISS/Pinecone/pgvector); backups, synonyms, compaction. • Build and maintain ingestion/extraction pipelines (Airflow/Prefect; Trafilatura/Playwright/Selenium; pypdf/pdfplumber/ocrmypdf). • Wire up evaluation/observability: quality/drift/hallucination/safety/latency/token-cost dashboards and alerts; integrate DeepEval hooks. • Containerize and serve workloads (Docker/Kubernetes); infrastructure-as-code (Terraform on Azure). • Security and governance: secrets management, access control, publish runbooks and SLOs; incident response. ML Ops Stack (Tooling Familiarity) • CI/CD: GitHub Actions/Argo CD; artifact registries. • Experiment tracking & registries: MLflow/Weights & Biases; prompt/model versioning. • Pipelines & queues: Airflow/Prefect; SQS for messaging. • Observability: Prometheus/Grafana/OpenTelemetry/CloudWatch; ELK where applicable. • Serving & optimization: Docker/Kubernetes; acceleration/optimization paths (e.g., DeepSpeed where appropriate). • Search & embeddings: Elastic/OpenSearch; vector DBs; docarray for embedding flows. • Tokenization & preprocessing: tiktoken; robust HTML/text/PDF tooling. Qualifications • Hands-on experience operating ML/LLM systems in production with strong automation discipline. • Clear documentation and collaboration skills; comfort working in Agile environments. • You will be working with a Trusted Tax Technology Leader, committed to delivering reliable and innovative solutions15 years full time education
About Accenture
We work with one shared purpose: to deliver on the promise of technology and human ingenuity. Every day, more than 775,000 of us help our stakeholders continuously reinvent. Together, we drive positive change and deliver value to our clients, partners, shareholders, communities, and each other.We believe that delivering value requires innovation, and innovation thrives in an inclusive and diverse environment. We actively foster a workplace free from bias, where everyone feels a sense of belonging and is respected and empowered to do their best work.At Accenture, we see well-being holistically, supporting our people’s physical, mental, and financial health. We also provide opportunities to keep skills relevant through certifications, learning, and diverse work experiences. We’re proud to be consistently recognized as one of the World’s Best Workplaces™.Join Accenture to work at the heart of change.Visit us at www.accenture.com
Equal Employment Opportunity Statement
We believe that no one should be discriminated against because of their differences. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, military veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by applicable law. Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities.
About Company
Accenture is a global professional services company specializing in consulting, technology, and outsourcing services. Headquartered in Dublin, Ireland, Accenture provides a wide range of services in strategy, digital, technology, operations, and consulting. It helps organizations improve their performance and create sustainable value by leveraging technology and industry expertise. Accenture works across various sectors, including financial services, healthcare, telecommunications, energy, and more. Known for its deep focus on innovation, Accenture partners with leading technology companies to drive digital transformation and help clients navigate complex challenges in an increasingly digital world.
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