Network Data Scientist
Brooklyn, Remote
Applications have closed
Altana AI
Altana AI enables trusted commerce by providing the single source of truth on the global supply chain.To solve climate change, wealth inequality, supply chain stability, and national security we must change how our global supply chains work. Altana is a Trusted Commerce Platform built on a shared source of truth for the global supply chain. The purpose of Altana is to enable resilient, sustainable, secure, and inclusive global commerce: Globalization 2.0.
We have built a layer of shared intelligence across the world’s supply chain information: a living map of trillions of dollars of B2B commercial activity, covering 400M companies connected by billions of shipments. This knowledge graph powers Altana’s Trusted Commerce Platform - the Altana Atlas - which, after only three years since founding, is already used by many of the world’s most important governments, enterprises, and logistics providers.
Our product suite enables our customers to gain unprecedented visibility, benefit from shared artificial intelligence across a federated network of data, and interact across the network through a shared source of truth. We help our customers to build and manage trusted global supply chains.
The Financial Services team is looking for talented Network Data Scientists to help execute this vision. You’ll work closely with our Clients, Data Scientists, Product Managers, Software Engineers, and leadership team to develop analytics that provide insights on network dynamics and their impacts on financial performance in supplier networks.
Responsibilities
- Develop statistical models of network structures and their relationships to network behavior
- Automate identification of persistent network structures as well as emergent network structures and behaviors
- Build analytical solutions for understanding network dependencies
- Establish metrics for common network attributes such as attachment, centrality, connectivity, distance, path lengths, and similarity
- Develop new metrics that describe network characteristics as relates to the performance of businesses in the network
- Develop models to describe, predict, and simulate network behavior under multiple scenarios
- Categorize relationships between network patterns and business outcomes
- Build descriptive and predictive models of network dynamics that can be used to plan business strategies by people regardless of their expertise in network analytics
About You
- BS, MS, or PhD degree in Computer Science, Data Science, Economics, Statistics, Computational Biology, BioInformatics, or equivalent experience
- You have a strong background in data science, graph mining, and graph simulations
- You enjoy sharing your expertise using Python for graph analysis and machine learning
- You have experience with data intensive applications and complex systems
- You are energized by power laws, long-tail effects, and nonlinear system dynamics
- You are comfortable communicating technical analysis to less technical stakeholders
- You are interested in applying network analysis to improve the world
- You have strong written and verbal communication skills
Nice to have, but not required
- Experience with Apache Spark, Databricks
- Experience with generative models of network structure and behavior
- Experience analyzing supplier networks in supply chains, banking, insurance, or ecommerce
Technologies we love
- Languages: Python, Spark, SQL
- Tools: Scikit-learn, Numpy, Pandas, NetworkX, PyTorch, Tensorflow, DGL
- Datastores: Databricks, Elasticsearch, Postgres, RDS, Kafka
Why it’s great to work at Altana
- We love to collaborate, and we win as a team!
- We are committed to engineering excellence
- We value personal and professional development
- We learn from diverse backgrounds and perspectives
- We impact the world, from enabling developing countries to identifying drug traffickers
Altana is an equal opportunity employer with a commitment to inclusion across race and ethnicity, gender, sexual orientation, age, religion, physical ability, veteran status, and national origin. We offer a comprehensive healthcare package and paid parental leave of 3 months for the primary caregiver and 1 month for the secondary caregiver.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Banking Biology Computer Science Databricks E-commerce Economics Elasticsearch Engineering Generative modeling Kafka Machine Learning NumPy Pandas PhD PostgreSQL Python PyTorch Scikit-learn Security Spark SQL Statistics TensorFlow
Perks/benefits: Parental leave
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open AI Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Sr Data Engineer jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Data Analytics Engineer jobs
- Open Junior Data Scientist jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Senior Data Architect jobs
- Open Business Intelligence Developer jobs
- Open Sr. Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Business Data Analyst jobs
- Open Data Product Manager jobs
- Open Junior Data Engineer jobs
- Open ETL Developer jobs
- Open Principal Data Scientist jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Java-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Kubernetes-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs