Position:
- Data Scientist
Company:
- PromptCloud
Location:
- Bengaluru, Karnataka, India
Job Type:
- Full-time
Job Mode:
- Remote
Job Requisition ID:
- Not specified
Years of Experience:
- 1 to 4 years of relevant work experience
Company Description:
Data as a Service Company:
- Provides data solutions for businesses to leverage big data
- Utilizes advanced technology to support significant data projects globally
Small but Dynamic Team:
- Focused on solving fundamental and challenging data problems
- Promotes a holistic approach to personal and professional growth
Commitment to Growth and Flexibility:
- Clear career paths and continuous learning opportunities
- Encourages work-life balance and responsible flexibility in a fully remote environment
Mission and Vision:
- Aims to integrate reliable data into every business for enhanced success
- Dedicated to transforming lives of customers and employees through data-driven solutions
Profile Overview:
Collaboration with Product Teams:
- Engage closely with product teams to implement new features using machine learning (ML)
- Develop scalable classifiers and tools leveraging ML and deep learning
Project Ownership:
- Lead and manage all ML projects
- Foster a culture of ML within the organization
Advanced Algorithmic Solutions:
- Craft, prototype, and deliver advanced ML algorithms
- Ensure robustness and scalability of ML methods
Experience with Text Extraction:
- Expertise in extracting information from structured/unstructured text
- Implement NLP algorithms and modify standard algorithms for specific tasks
Deep Learning and NLP:
- Proficient in deep learning frameworks (e.g., Keras, TensorFlow, PyTorch)
- Strong understanding of NLP techniques, including transformer and BERT fine-tuning
Database and Data Analysis:
- Familiar with database queries and data analysis processes (SQL, Python)
- Experience in building and deploying production NLP systems on large-scale text data
Qualifications:
Technical Skills:
- Proficient in Python programming
- Strong coding skills in TensorFlow or PyTorch
- Understanding of ML algorithms (e.g., regression algorithms, decision trees, deep learning algorithms)
Experience and Expertise:
- 1 to 4 years of relevant work experience
- Prior research publications are a plus
- Proven experience in crafting advanced algorithmic solutions
NLP and Deep Learning:
- Experience with NLP algorithms and deep learning approaches
- Ability to modify standard algorithms and implement custom solutions
Database and Data Analysis:
- Familiar with SQL and Python for data analysis
- Proven track record in deploying NLP systems on large-scale text data
Additional Skills:
- Experience in entity/relation extraction, text summarization, semantic search, and embedding
- Ability to monitor and optimize performance of existing pipelines and services
Additional Info:
Remote Work Culture:
- Fully remote company with a focus on designing work around people
- Detailed culture handbook available at PromptCloud’s Culture Handbook
Employee Benefits:
- Celebrates each employee
- One-time home office setup allowance
- Monthly internet bill allowance
- Childcare allowance for new mothers/single parents
- Half-yearly performance appraisals
- Flexible working hours
- Competitive salary
Confidentiality:
- All applicant information will be kept confidential in accordance with EEO guidelines
Please click here to apply.
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