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Themesoft Inc. · 5 days ago

Staff Engineer - Data Science / Data Scientist

Sunnyvale, CA

Full-time

Hybrid

Senior Level, Lead/Staff

5+ years exp

Themesoft Inc. is seeking a Staff Engineer specializing in Data Science to work on financial data and complex challenges. The role involves utilizing LLMs and Generative AI to enhance financial planning and decision-making, while leading a high-caliber team and collaborating with various stakeholders.

Human ResourcesRecruitingStaffing Agency

No H1B

Hiring Manager

Purnima Pobbathy

Responsibilities

Lead high-caliber team to build large-scale Genai systems

Develop data science systems and tools for retail; e-commerce applications:

Leverage LLMS to summarize and build large scale applications

Establish cross-functional relationships to maintain win-win situation for the corporation

Collaborate with various product stake holders and business owners to formulate and productionize a solution

Qualification

GEN AITime Series ExperienceLLMRAGBERTGPTLead experienceAI/ML technologiesModel optimization techniquesBig Data processingCloud ServicesProblem solverTech leadershipTeamwork spiritAdaptability

Required

GEN AI

Time Series Experience(forecasting Models)

Prompting and Fine Tuning

LLM, RAG, BERT, GPT

Staff Engineer should have Lead experience

Master's degree or PHD in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field and 5 years' experience in analytics related field

Strong solution architecture mindset, with the ability to apply AI/ML technologies to solve complex business problems

Experience with training and inference of large-scale AI models such as Large Language Models (LLMs), multimodal models, and reasoning models

Knowledge of advanced model optimization techniques, including quantization, pruning, distillation, Low-Rank Adaptation (Lora), and Parameter-Efficient Fine-Tuning (PEFT) for cloud deployment

Solid understanding of LLMs and Genai ecosystems, including GPT, LLaMA, Mistral, Claude, Gemini, AWS Sonnet, and related frameworks/tools

Hands-on experience with RAG (Retrieval-Augmented Generation), AI agent development, and frameworks such as Lang Chain, Langgraph etc

Problem solver with can-do attitude, not afraid of facing new problems, technical challenges, delivery pressures

Ability to clearly define problems, models and constraints from informal and flexible business requirements

Tech leadership with teamwork spirit, quick adaptation to new environment

Form collaborative working environment

Demonstrated ability to manage multiple cross-functional initiatives, balancing competing priorities and deadlines

Comfortable working in ambiguous, rapidly changing environments, with strong problem-solving and adaptability

Highly motivated to demystify emerging technologies and drive adoption across teams and stakeholders

Preferred

Experience with Big Data processing and feature engineering using Spark

Experience with training machine learning models through Cloud Services including Google Cloud Platform and Microsoft Azure

Hands on experience of designing and training large DL models on GPU

Company

Themesoft Inc.

Coppell based, global IT Consulting and Creative Lab firm founded in Aug 2004, Themesoft is a leading provider of in house team, out of house team, or as a somewhere in between global partner.

Founded in 2004

Plano, Texas, USA

501-1000 employees