Generative AI Engineer Enterprise Value Creation
Value Driven Solutions seeks a Contract Generative AI Engineer to pioneer enterprise-grade GenAI implementations that supercharge decision-making and creativity across PE portcos from deal sourcing in financial services to content personalization in consumer brands. With up to 75% on-site immersion youll assess GenAI readinessidentifying opportunities like automated report generation or synthetic data for scarce training setsand deliver secure scalable solutions that boost productivity by 30-50% translating to $20M in unlocked value through faster due diligence or enhanced customer engagement.
Core to the role is architecting retrieval-augmented generation (RAG) systems fine-tuning open-weight LLMs (Llama-3 Mistral) and building custom pipelines with LangChain/LlamaIndex for private-cloud environments (e.g. Azure OpenAI self-hosted via vLLM). Youll handle vector databases (Pinecone FAISS) prompt chaining for multi-step reasoning and evaluation frameworks (ROUGE human-in-loop feedback) to ensure outputs are hallucination-free and aligned with business context. Partnering with legal/compliance teams youll embed safeguards for IP protection and bias detection while quantifying success via adoption metrics and A/B tests presented to PE oversight groups. This is for battle-tested engineers who have scaled GenAI from POC to enterprise fostering cultural shifts in AI literacy.
VDS offers a platform to experiment with cross-portco GenAI hubs amplifying your contributions to our value-creation playbook.
Key Responsibilities:
- Lead GenAI strategy sessions crafting 2-year roadmaps tied to portco goals (e.g. 40% faster FP&A reporting).
- Engineer end-to-end systems: data ingestion model orchestration API gateways and UI integrations (Streamlit/Gradio).
- Optimize for cost/efficiency: quantization distillation and inference on GPU clusters.
- Facilitate vendor selections (e.g. Anthropic vs. open-source) and pilot rollouts with change management.
- Document architectures and train users ensuring 80% sustained adoption post-launch.
Required Qualifications:
- Advanced degree in AI/CS; 4 years in GenAI with production deployments yielding measurable ROI.
- Deep expertise in Transformers Hugging Face LoRA/PEFT for fine-tuning and secure serving (Guardrails AI).
- Experience in regulated sectors with focus on auditable low-bias outputs.
- Strong Python/DevOps skills (Docker Kubernetes Terraform).
- Ability to evangelize GenAI value to non-technical audiences.
Preferred Experience:
- Building co-pilots for executive workflows in PE/finance.
- Synthetic data generation for privacy-preserving ML.
- Integration with enterprise tools like Microsoft 365 or Salesforce Einstein.
To apply: Send CV short note on the specific impact youve driven with GenAI in private-equity or industrial settings to info@. Include role title in subject line and your availability.
Leadership Solutions Value Driven Solutions Accelerating Agentic AI adoption in private equity portfolios
Required Experience:
IC
Generative AI Engineer Enterprise Value CreationValue Driven Solutions seeks a Contract Generative AI Engineer to pioneer enterprise-grade GenAI implementations that supercharge decision-making and creativity across PE portcos from deal sourcing in financial services to content personalization in c...
Generative AI Engineer Enterprise Value Creation
Value Driven Solutions seeks a Contract Generative AI Engineer to pioneer enterprise-grade GenAI implementations that supercharge decision-making and creativity across PE portcos from deal sourcing in financial services to content personalization in consumer brands. With up to 75% on-site immersion youll assess GenAI readinessidentifying opportunities like automated report generation or synthetic data for scarce training setsand deliver secure scalable solutions that boost productivity by 30-50% translating to $20M in unlocked value through faster due diligence or enhanced customer engagement.
Core to the role is architecting retrieval-augmented generation (RAG) systems fine-tuning open-weight LLMs (Llama-3 Mistral) and building custom pipelines with LangChain/LlamaIndex for private-cloud environments (e.g. Azure OpenAI self-hosted via vLLM). Youll handle vector databases (Pinecone FAISS) prompt chaining for multi-step reasoning and evaluation frameworks (ROUGE human-in-loop feedback) to ensure outputs are hallucination-free and aligned with business context. Partnering with legal/compliance teams youll embed safeguards for IP protection and bias detection while quantifying success via adoption metrics and A/B tests presented to PE oversight groups. This is for battle-tested engineers who have scaled GenAI from POC to enterprise fostering cultural shifts in AI literacy.
VDS offers a platform to experiment with cross-portco GenAI hubs amplifying your contributions to our value-creation playbook.
Key Responsibilities:
- Lead GenAI strategy sessions crafting 2-year roadmaps tied to portco goals (e.g. 40% faster FP&A reporting).
- Engineer end-to-end systems: data ingestion model orchestration API gateways and UI integrations (Streamlit/Gradio).
- Optimize for cost/efficiency: quantization distillation and inference on GPU clusters.
- Facilitate vendor selections (e.g. Anthropic vs. open-source) and pilot rollouts with change management.
- Document architectures and train users ensuring 80% sustained adoption post-launch.
Required Qualifications:
- Advanced degree in AI/CS; 4 years in GenAI with production deployments yielding measurable ROI.
- Deep expertise in Transformers Hugging Face LoRA/PEFT for fine-tuning and secure serving (Guardrails AI).
- Experience in regulated sectors with focus on auditable low-bias outputs.
- Strong Python/DevOps skills (Docker Kubernetes Terraform).
- Ability to evangelize GenAI value to non-technical audiences.
Preferred Experience:
- Building co-pilots for executive workflows in PE/finance.
- Synthetic data generation for privacy-preserving ML.
- Integration with enterprise tools like Microsoft 365 or Salesforce Einstein.
To apply: Send CV short note on the specific impact youve driven with GenAI in private-equity or industrial settings to info@. Include role title in subject line and your availability.
Leadership Solutions Value Driven Solutions Accelerating Agentic AI adoption in private equity portfolios
Required Experience:
IC
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