Lead Data Scientist
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1 Vacancy
Job Summary
Company Overview
Incedo is a US-based consulting data science and technology services firm with over 3000 people helping clients
from our six offices across US Mexico and India. We help our clients achieve competitive advantage through
end-to-end digital transformation. Our uniqueness lies in bringing together strong engineering data science and
design capabilities coupled with deep domain understanding. We combine services and products to maximize
business impact for our clients in telecom Banking Wealth Management product engineering and life science
& healthcare industries.
Working at Incedo will provide you an opportunity to work with industry leading client organizations deep
technology and domain experts and global teams. Incedo University our learning platform provides ample
learning opportunities starting with a structured onboarding program and carrying throughout various stages of
your career. A variety of fun activities is also an integral part of our friendly work environment. Our flexible
career paths allow you to grow into a program manager a technical architect or a domain expert based on your
skills and interests.
Our Mission is to enable our clients to maximize business impact from technology by
- Harnessing the transformational impact of emerging technologies
- Bridging the gap between business and technology
Role Description
- Define reference architecture (ingestion lakehouse features/vectors models APIs/UX); make build/buy decisions.
- Select train and operationalize NLP anomaly/fraud models and GenAI/RAG components; establish human-in-the-loop.
- Implement experiment tracking model registry CI/CD for models automated evaluation drift monitoring rollback.
- Design retrieval pipelines (chunking embeddings vector namespaces) guardrails (prompt policies allow-lists PII redaction) and citation-based responses.
- Oversee feature store labelling strategy and high-quality gold datasets; enforce DQ rules and lineage.
- Right-size SKUs; caching/batching; cost/per-token dashboards; SLOs for latency/throughput.
- Break down epics/stories estimate and sequence work unblock the team run technical design reviews.
- Translate business policy into rule ML ensembles present options risks and trade-offs.
- Establish testing pyramid (unit data model evals e2e) performance targets observability dashboards.
- Produce design docs runbooks SOPs; mentor engineers; uplift coding and review standards.
Technical Skills
- 10 years of software development experience with at least 5 years leading AI/ML projects.
- Supervised/unsupervised modelling anomaly detection NLP (extraction classification NER) OCR pipelines; evaluation design (precision/recall ROC/PR).
- LangChain/LangGraph; embeddings; vector databases / Azure Cognitive Search (vector); prompt engineering & safety patterns.
- MLflow model registry online/offline evals data/version management; CI/CD for models.
- Delta Lake/Lakehouse (bronze/silver/gold) Azure Data Lake Gen2 Databricks/ADF schema/versioning Great Expectations/Deequ.
- Python (FastAPI) eventing (Event Grid/Service Bus) containerization (AKS/Azure Container Apps) APIM.
- Cognitive Search Azure OpenAI Key Vault Monitor/App Insights Purview Cosmos DB/Azure SQL.
- Technical decision-making cross-team coordination stakeholder communication mentoring.
Nice-to-have skills
- Certifications in AI/ML disciplines.
- Hands-on experience with explainable AI and AI governance.
- Familiarity with regulatory compliance standards for financial data (e.g. SOX GDPR).
Qualifications
- Bachelors Degree in Computer Science or related science field or equivalent.
Company Value
We value diversity at Incedo. We do not discriminate based on race religion color national origin gender sexual orientation age marital status veteran status or disability status.
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
Unlock true potential of your business with our best-in-class digital transformation solutions - data analytics, AI, cloud and decision automation, to achieve sustainable growth.
