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Job Description & How to Apply Below
Envision Employment Solutions is currently looking for a Senior Data Scientist for one of our partners, a global leader in the IT Services and IT Consulting.
Qualifications- Bachelor’s or Master’s degree in Data Science, AI, or Computer Science
. - 4 to 6 years of experience is required.
- Strong record of production-grade ML/NLP projects
. - Experience leading small data science teams or research initiatives.
- Deep expertise in model architecture design
, feature stores
, and model monitoring
. - Experience in ensemble blending
, A/B testing
, and model explainability (SHAP, LIME). - Builds and fine-tunes transformer-based models for custom tasks (summarization, Q&A, document intelligence).
- Implements RAG (Retrieval-Augmented Generation) and embedding-based semantic search
. - Integrates vector databases (Pinecone, FAISS, Chroma).
- Uses Lang Chain or Llama Index for orchestration.
- Evaluates and optimizes prompt templates and context length efficiency
. - Designs data pipelines (Airflow, Spark, Dataiku).
- Deploys scalable APIs
, manages CI/CD
, monitoring
, and drift detection
. - Works closely with product and engineering teams to embed AI in production systems.
- Leads small teams or work streams.
- Ensures project quality, deadlines, and alignment with business KPIs.
- Coaches mid-level team members and contributes to talent development.
Position Requirements
10+ Years
work experience
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