
Only 24h Left Data Scientist
4 weeks ago
About CoffeeBeans Consulting
CoffeeBeans is a tech-driven software consulting company that helps businesses solve complex problems using modern data, AI, and engineering solutions. We blend deep technical expertise with a product mindset to build scalable, intelligent, and high-impact solutions across industries. Our data science team works on end-to-end deliveryfrom exploration and modeling to GenAI application development and deployment.
Role Overvi
ewAs an L2 Data Scientist, you will play a hands-on role in delivering production-grade ML and GenAI-powered applications. You are expected to independently take ownership of data science components within client projects, contribute to solutioning and design, and mentor junior team members. You will work across a range of use cases such as personalization, fraud detection, intelligent automation, RAG pipelines, and LLM-based assistant
s.This role is ideal for someone who has proven experience in both traditional ML and an emerging understanding of LLMs and generative AI application
s.
Key Responsibili
tiesML & Data Sci
- enceOwn and deliver ML model development, tuning, and evaluation for client-facing proje
- cts.Lead exploratory data analysis, data preprocessing, and feature engineering with minimal supervis
- ion.Build models using appropriate ML techniques (classification, regression, clustering, recommendation) and ensure performance meets business expectati
- ons.Contribute to experimentation frameworks and model reproducibility best practi
ces.
GenAI & LLM Applica
- tionsDesign and prototype GenAI solutions using LLMs (e.g., OpenAI, Claude, Mistral, Ll
- ama).Build RAG pipelines, prompt templates, few-shot learning prompts, and evaluation mechanisms for GenAI sys
- tems.Integrate LLMs with APIs, vector databases (e.g., Pinecone, FAISS, Weaviate), and context provi
- ders.Contribute to benchmarking, safety, and cost-performance trade-offs in LLM app develop
ment.
Product & Engineering Collabo
- rationCollaborate with engineering teams to take models from experimentation to deployment (batch/real-
- time).Assist in building APIs and data pipelines needed for productionizing m
- odels.Contribute to technical documentation, explainability reports, and client presenta
tions.
Team &
- GrowthMentor junior data scientists and review code/model
- design.Stay current with advances in ML and GenAI to inform solution design and share knowledge inte
- rnally.Participate in discovery and solutioning phases with clients alongside tech leads a
nd PMs.
Required Skills & Quali
- ficationsBachelors or Masters degree in Computer Science, Data Science, Engineering, Statistics, or a relat
- ed field.35 years of hands-on experience in applied data science, including both ML model development and GenAI-based sol
- utioning.Strong command over Python and ML libraries (scikit-learn, XGBoost, LightGB
- M, etc.).Experience working with LLM APIs (OpenAI, Cohere, Claude, etc.) and frameworks (LangChain, LlamaIndex, or
- similar).Hands-on experience with prompt engineering, RAG workflows, and evaluating LLM
- outputs.Proficiency in SQL and data wrangling tools (pandas
- , NumPy).Experience working with REST APIs, Git, and cloud environments (
AWS/GCP).
Good-to-
- Have SkillsExperience with deploying models via FastAPI, Docker, or serverless
- platforms.Knowledge of MLOps tools (MLflow, DVC) and monitoring
- frameworks.Experience with embeddings, vector databases, and similar
ity search.
What You Can Expect a
- t CoffeeBeansWork on real-world AI/ML problems acro
- ss verticals.Be part of a fast-moving team delivering end-to-end ML &
- ; GenAI apps.Collaborate with experienced engineers and PMs in a flat and
- open culture.Opportunities to lead, mentor, and influence te
ch direction.
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