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Software Development Lead

Software Development Lead

Accenture

4 - 7 years

9 - 13 Lacs

hyderabad

Posted:23 hours ago| Platform:

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Skills Required

software development mlops python project management ai llm machine learning deep learning spacy data extraction selenium agile project management pytorch data governance json agile opencv programming architecture

Work Mode

Work from Office

Job Type

Full Time

Job Description

About The Role

Project Role :Software Development Lead

Project Role Description :Develop and configure software systems either end-to-end or for a specific stage of product lifecycle. Apply knowledge of technologies, applications, methodologies, processes and tools to support a client, project or entity.
Must have skills :Machine Learning

Good to have skills :Python (Programming Language), Agile Project Management
Minimum 12 year(s) of experience is required

Educational Qualification :BTECH
SummaryLead ML EngineerLead the design and delivery of AI solutions across Agentic AI, Generative AI (LLMs) and classical ML/CV. Own the technical direction for suggestion & rules frameworks, search/retrieval, document and web data extraction, and image/OCR pipelines for the Value Stream. Provide architectural leadership, mentor engineers, and ensure production-grade quality, safety, and reliability. Should be familiar with evaluation strategies, responsible AI, explainability. Roles and responsibilities:

Define end-to-end architecture for LLM/agent systems (tool use, orchestration, guardrails) and classical ML components.

Design suggestion engines and policy/rule layers that combine deterministic constraints with generative outputs.

Architect search & retrieval (BM25 + embeddings) and RAG pipelines; drive relevance tuning and evaluation.

Oversee robust scraping & extraction (Playwright/Selenium/Trafilatura) and structured normalization (JSON/Parquet, schema validation).

Direct image processing and OCR workflows (OpenCV, pytesseract/ocrmypdf) for document understanding.

Establish evaluation strategy:offline/online experiments, quality/latency/cost KPIs; integrate DeepEval for unit-style LLM tests.

Guide data governance, privacy/PII handling, and secure model/agent operations with MLOps partners.

Mentor the team, run design reviews, and produce clear design docs, RFCs, and POVs for stakeholders.Technical experience & Professional attributes:

Model generalization vs. overfitting/underfitting; bias/variance trade-offs; regularization and early stopping.

Deep learning fundamentals:CNNs, RNNs/LSTMs/GRUs, and modern transformers; encoder/decoder architectures and attention.

LLM inner-workings at a practical level:tokenization, context windows, inference strategies (batching, caching, quantization), fine-tuning/PEFT, and RAG.

Inference and serving techniques for throughput/cost (vectorization, mixed precision, compile/acceleration paths where applicable).Tooling Familiarity

PyTorch; Hugging Face ecosystem (transformers, datasets, sentence-transformers/SBERT); BERT/Llama families as applicable.

LangChain for orchestration; familiarity with LangGraph/LangMem for agentic workflows (subject to approval).

spaCy, scikit-learn; LightGBM/Flair where relevant; Optuna for HPO; SHAP for model explainability.

Search:Elastic/OpenSearch; vector stores (FAISS/Pinecone/pgvector); docarray for embedding flows.

Document & web data:Playwright/Selenium, Trafilatura, pypdf, pdfplumber, pdfkit; tokenization tools like tiktoken.

Stakeholder demos:Streamlit (local-only).Education qualifications:

Proven record architecting and shipping production ML/LLM systems.

Strong written and verbal communication; experience leading Agile delivery and cross-functional collaboration.

You will be working with a Trusted Tax Technology Leader, committed to delivering reliable and innovative solutions
Qualification BTECH

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Software Development Lead