AI/ML Engineer – Production AI, LLM Systems

🔥 0 minutes ago

🇮🇳 India – Remote

💵 ₹1.5M - ₹2.2M / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🏭 Production Engineer

👻 Ghost score 3%

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Volga Partners

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 2020

🤖 Artificial Intelligence

🤝 B2B

🏢 Enterprise

Artificial Intelligence • B2B • Enterprise

Volga Partners is a technology services firm that specializes in Artificial Intelligence and Machine Learning solutions, data annotation and labeling, and development of customer service platforms powered by generative AI. The company also provides IT and software development services across web, app, full-stack, cybersecurity advisory, and e-commerce support, supported by a large multilingual crowd workforce and remote on-demand resources. Volga Partners focuses on partnering with enterprise clients to deliver scalable, cost-effective AI tooling, content moderation, linguistic services, and managed software projects.

📋 Description

• Design, develop, and deploy AI systems, including LLMs, RAG, agentic workflows, and ML/DL solutions • Select models and architectures while balancing accuracy, latency, cost, and complexity • Train and fine-tune models using PyTorch or Keras, including data preparation and evaluation • Implement and benchmark research methods before adoption • Build APIs, inference pipelines, and backend integrations • Own evaluation of metrics and track quality, latency, and cost • Monitor, debug, and optimize AI systems after launch • Ensure production readiness and identify regressions before they impact users • Partner with software engineers and product teams to integrate AI into applications • Contribute to technical discussions and decision-making • Document architecture, implementation approaches, and key technical decisions • Read and evaluate ML research papers • Implement promising methods and reproduce results where applicable • Adapt emerging techniques into production-ready systems • Contribute to continued innovation across AI and engineering initiatives • Collaborate with engineering leadership, product teams, software engineers, backend developers, and global AI research and development teams

🎯 Requirements

• 3+ years of hands-on AI/ML engineering experience, with at least one system deployed to production • Strong NLP fundamentals, including tokenization, embeddings, classification, NER, and information extraction • Strong engineering skills across coding, Git, testing, API/system design, and debugging • Hands-on model training experience using PyTorch or Keras • Understanding of generative model architectures, including Transformers and VAEs • Production experience with LLMs, including RAG, embeddings/vector databases, and prompt/evaluation design • Experience with FastAPI or similar frameworks, Docker, and at least one cloud platform such as AWS, GCP, or Azure • Ability to read ML research papers and translate ideas into working code • Experience with LLM fine-tuning, including LoRA and RL-based methods • SQL database knowledge • Familiarity with agent frameworks such as LangGraph or LangChain • Experience with Kubernetes, CI/CD, and model-serving infrastructure • Open-source contributions or experience reproducing research results

🏖️ Benefits

• Annual compensation of ₹15,00,000–₹22,00,000 (15–22 LPA), based on experience and technical expertise • Contract and payment administration facilitated through Deel • 90-day probationary period • Benefits eligibility upon successful completion of probation • Paid Time Off (PTO) in accordance with company policy • Holiday pay for company-observed holidays • Career growth and professional development opportunities

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