Position: Associate Data Analyst
Company: Yugen.ai
Bangalore, India
Job type: Work From Home (Remote)
About Yugen.ai
Established in 2020 by former Silicon Valley professionals and IIT alumni with extensive backgrounds in technology consulting and product management, Yugen is a burgeoning startup in the realms of MLOps and LLMOps.
Over the course of approximately three years, we have expanded our team to over 25 members, comprising Data Scientists, Backend Engineers, DevOps Engineers, and ML Engineers. Our primary focus areas include Recommendation Systems and Fraud Detection for clients spanning the US, Europe, and India.
In addition to our thriving consulting venture, Yugen.ai is currently dedicated to developing an MLOps and LLMOps platform.
Join us in this exhilarating journey!
Job Description
Function: Data Science and Analysis → Data Analysis / Business Intelligence
We seek analysts to contribute to the creation of dashboards for clients within the gaming industry. As an analyst, you will collaborate with a team of data engineers and data scientists responsible for constructing and maintaining data pipelines. You should excel in a dynamic, fast-paced environment, aiming to deliver impactful results for clients while adhering to high standards of quality and timelines.
Responsibilities:
- Engage with extensive datasets to identify trends within the gaming industry, assess game performance, and derive actionable insights concerning user engagement, acquisition, and churn.
- Conduct exploratory data analysis, formulate hypotheses, and validate them using available data.
- Collaborate with data scientists and data engineers to devise and implement Key Performance Indicators (KPIs) measuring engagement metrics.
- Fulfill ad hoc data requests, automate report generation, and provide timely reports to stakeholders.
- Develop and maintain Tableau / Data Studio Dashboards.
Requirements:
Essential Skills: SQL
Desired Skills: Tableau, Python
- Proficiency in crafting intricate SQL queries.
- Familiarity with MS Excel for report creation and automation.
- Experience in building dashboards using Tableau / Data Studio is advantageous.
- Competence in Python scripting is a plus.
Why Explore a Career at Yugen.ai
Team
- Established in 2020.
- Achieved profitability within one year.
- Expanded to a team of 21 as of July 2022 and currently expanding further.
Work & Problem Space
At Yugen, we specialize in developing end-to-end, scalable, and reliable ML Systems. Real-time personalized ranking, fraud detection, and replenishments are among the problem statements we tackle. These systems are currently operational, serving millions of users daily. In the MLOps domain, our focus areas include Feature Stores, Model Training & Explainability, Model Deployments, and Observability & Monitoring.
Culture
- Contribute to building ML Systems from inception, gaining exposure to all facets of the ML lifecycle.
- Tackle challenging problems in optimized data pipelines, distributed training, reproducible ML experiments, large-scale data storage, low-latency data retrieval, distributed model training, deployments, and more.
- Embrace a culture of autonomy, with a focus on tackling high-value problems independently.
- Direct exposure to the problem statements and pain points of our end customers.
- Diverse career opportunities, with client-focused teams working on specific projects and a dedicated team developing an ML Platform.
Uncompromising Values at Yugen
- Strive for sustainable impact, ensuring our work can make significant contributions.
- Practice consideration and respect towards team members, differentiating between individuals and the tasks they perform.
- Foster a deep problem-solving mindset.
Yugen.ai Interview Process
For Backend/ML/Data Engineering Roles
- Round 1: General introduction to Yugen + Technical Coding.
- Round 2: DS/Algo.
- Round 3: System Design/Case Study.
- Round 4: Culture Fit.
For Data Science Roles
- Round 1: Coding and general project understanding.
- Round 2: Machine Learning Algorithms.
- Round 3: Machine Learning case study & solution design.
- Round 4: Culture Fit.
For Data Analyst/Senior Data Analyst Roles
- Round 1: SQL.
- Round 2: Python.
- Round 3: Previous Experience.
- Round 4: Case Study.
Frontend Engineering Roles
- Round 1: Technical Coding Round (JS).
- Round 2: System Design and Architecture.
- Round 3: Culture Fit.
- Optional Technical Round, if required.
Benefits at Yugen.ai
- Remote Work.
- Hybrid Work at Co-working spaces on demand.
- Dedicated budget for learning and up-skilling.
- Medical Insurance.
Comments
Post a Comment
Please feel free to share your thoughts and discuss.