Senior Data Scientist II
STALEY ENTERPRISES LLC
United States
about 1 month ago
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Role details
Contract type
Permanent contract
Employment type
Part-time (≤ 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Java (Programming Language)
Application Programming Interfaces (APIs)
Artificial Intelligence
Amazon Elastic Compute Cloud
Big Data
Computer Programming
Data Cleansing
Elasticsearch
Graph Database
Monitoring of Systems
Information Retrieval
Python (Programming Language)
+17 more
Machine Learning
Natural Language Processing
Named Entity Recognition
Open Source Technology
Cloud Services
Tensorflow
Azure Machine Learning
Search Technologies
Sentiment Analysis
Apache Solr
Pytorch
Large Language Models
Apache Spark
Deep Learning
Generative AI
Keras
Machine Learning Operations
Job description
- Design, build, train, evaluate, and deploy machine learning models for complex business challenges
- Develop NLP and information retrieval solutions including:
- Topic Classification
- Sentiment Analysis
- Entity Extraction
- User Intent Detection
- Build and optimize scalable machine learning and NLP pipelines
- Research and implement state-of-the-art AI and deep learning models
- Evaluate emerging technologies, frameworks, APIs, and open-source AI tools
- Translate business requirements into technical solutions and project deliverables
- Collaborate with product managers, engineers, and stakeholders to solve business problems using data science
- Establish best practices for model development, deployment, monitoring, and maintenance
- Mentor junior team members and contribute to a collaborative engineering culture
Requirements
Are you passionate about applying Machine Learning, Natural Language Processing (NLP), and Generative AI to solve complex real-world problems? This is an exciting opportunity to work on cutting-edge AI solutions, large-scale datasets, and advanced information retrieval systems while collaborating with cross-functional teams to deliver impactful business outcomes., * 5+ years of coding experience in Python, Java, or Scala
- Strong proficiency in Machine Learning, Statistical Modeling, and NLP
- Hands-on expertise in TensorFlow, PyTorch, Keras, or similar deep learning frameworks
- Practical experience with AWS cloud services (EC2, Lambda)
- Advanced knowledge of SQL programming and data modeling
- Proven experience building and deploying machine learning solutions at scale
- Familiarity with Spark, Elasticsearch, Solr, and Graph Databases
- Ability to mentor junior team members and provide technical leadership
Preferred Qualifications
- Experience working with Large Language Models (LLMs) and Generative AI solutions
- Knowledge of Entity Extraction, Taxonomy Management, Knowledge Graphs, and Data Enrichment
- Background working with large-scale Legal, Financial, Business, News, or Enterprise datasets
- Familiarity with MLOps frameworks, model monitoring, and experimentation platforms
- Hands-on expertise in Apache Spark, Elasticsearch, Solr, or similar search technologies
- Understanding of Graph Databases such as Neptune, JanusGraph, or equivalent platforms
- Ability to evaluate emerging AI technologies and select the most effective solution for business challenges
- Experience building and deploying scalable NLP and Information Retrieval solutions in production environments
- Proven track record of mentoring junior data scientists and contributing to technical leadership initiatives
- Exposure to cloud-based AI/ML platforms and enterprise-scale machine learning deployments
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