Gratuity Consulting

Senior AI / ML Engineer

Job Location: Remote
Employment Type: Contract
Experience Required: 3
Role: Engineer

Experience: 3+ years
Engagement Type: Contract
Work Mode: Hybrid

Role Overview:

We are seeking an experienced Senior AI/ML Engineer to design and deploy intelligent systems powered by large language models and modern AI tooling. The ideal candidate brings deep expertise in building end-to-end ML pipelines, working with LLM APIs, and operationalising AI-driven classification and detection systems.

Key Responsibilities:

  • Design and implement multi-layer detection or classification pipelines combining rule-based and LLM-based approaches.
  • Translate domain taxonomies and business requirements into structured AI/ML schemas and detection logic.
  • Integrate and fine-tune LLM APIs (e.g. OpenAI, Gemini, or equivalent) for contextual understanding tasks.
  • Build and validate evaluation frameworks including ground-truth labelling schemas and annotation guidelines.
  • Conduct calibration sessions and threshold tuning to optimise precision, recall, and false positive rates.
  • Develop audio/multimodal analysis modules using pre-trained models and feature extraction libraries.
  • Benchmark AI system outputs against baseline or existing systems, and prepare comparative reports.
  • Collaborate with cross-functional teams to deploy pipelines on client or constrained infrastructure.

Required Skills & Qualifications:

  • 3+ years of experience in AI/ML engineering with strong Python skills.
  • Hands-on experience with LLM APIs — prompt engineering, classification workflows, and output parsing.
  • Solid understanding of text classification, NLP, and evaluation metrics (precision, recall, F1).
  • Experience building or contributing to ML evaluation sets and ground truth datasets.
  • Basic audio processing knowledge — feature extraction using libraries such as librosa or equivalent.
  • Ability to work efficiently within hardware constraints (e.g. CPU-only, limited RAM environments).
  • Familiarity with coding agents and AI-assisted development workflows.

Good to Have:

  • Experience with multilingual content, particularly Indian languages alongside English.
  • Exposure to voice/tone analysis models for aggression or sentiment detection.
  • Familiarity with model calibration and human-in-the-loop annotation workflows.

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