75 Data Scientist Jobs in Arlington, VA
Bloomberg Industry Group is Hiring a Data Scientist Near Arlington, VA
What you will do:
- Proactively explore, research, describe, and analyze data.
- Develop tools and strategies related to text analytics, machine learning, and semantic enrichment
- Develop and maintain strong working relationships across departments and with key partners and stakeholders.
- Be tuned in to market trends and emerging technologies to find innovative solutions.
- Learn cutting-edge research in advanced ML & NLP topics and devise an efficient application for projects.
- Take ownership of technical solutions and direct machine learning strategy for the team.
- Drive, design, and develop projects as the principal point-of-contact, with the ability to determine suitable ML models, direct feature engineering processes and negotiate KPIs per business needs.
- Participates in special projects and performs other duties as assigned.
- Bachelor’s degree in related field or equivalent experience.
- 5 years of experience working with large data sets and managing data projects.
- Experience with programming in Java, Python, SQL.
- Experience with distributed computational frameworks (YARN, Spark, Hadoop, Kubernetes, Docker), cloud-based computingApache Solr, Lucene, or Elasticsearch).
- Experience with managing diverse data sources, including preprocessing, cleansing, and verifying the integrity of data.
- Experience with working with state, federal legislative or regulatory data is a plus.
- Familiarity with SQL and NoSQL data modeling and exploratory data visualization, preferred.
- Knowledge of advanced concepts such as weakly supervised learning, reinforcement learning, and deep learning, preferred.
- Extensive knowledge of leading open source data analysis tools, ML libraries, and NLP processing techniques (including topic modeling and summarization).
- Knowledge of descriptive and inferential statistics, regression, multivariate and univariate hypothesis testing.
- Excellent understanding of ML algorithms (e.g. KNN, Naive Bayes, decision trees, ensemble models, clustering) and the ability to select best methods for a business problem.
- Ability to analyze and manipulate unstructured and semi-structured data (text, PDF, JSON and XML files).
- Experience working with REST APIs (actual REST API development is a big plus)
Job Summary
Full Time
Print & Book Publishing
$133k-164k (estimate)
05/24/2024
07/18/2024
bloombergindustry.com
ARLINGTON, VA
1,000 - 3,000
2011
GREGORY C MCCAFFERY
$200M - $500M
Print & Book Publishing
Related Companies
About Bloomberg Industry Group
Bloomberg Industry Group empowers professionals in government, law, tax, and accounting with the news, data, and analysis they need to take decisive action and make the most of every opportunity. Bloomberg Industry Group is an affiliate of Bloomberg L.P. For more information, visit bloombergindustry.com.
The following is the career advancement route for Data Scientist positions, which can be used as a reference in future career path planning. As a Data Scientist, it can be promoted into senior positions as a Data Scientist IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Data Scientist. You can explore the career advancement for a Data Scientist below and select your interested title to get hiring information.
If you are interested in becoming a Data Scientist, you need to understand the job requirements and the detailed related responsibilities. Of course, a good educational background and an applicable major will also help in job hunting. Below are some tips on how to become a Data Scientist for your reference.
Step 1: Understand the job description and responsibilities of an Accountant.
Quotes from people on Data Scientist job description and responsibilities
Data scientists work closely with business stakeholders to understand their goals and determine how data can be used to achieve those goals.
12/22/2021: Dallas, TX
Data scientists are meant to use their technology and social science skills to develop different trends and manage data wisely.
02/17/2022: Lompoc, CA
A data scientist develops software to structure the raw data.
02/16/2022: Lansing, MI
Data scientist will need to meet with their business stakeholders early and often to ensure that they are on the same page about the goals and deliverables of the project.
02/12/2022: San Diego, CA
Data scientists may spend some of their time working on ad hoc data requests, but these types of requests should only take up a small portion of their time.
02/01/2022: Peoria, IL
Step 2: Knowing the best tips for becoming an Accountant can help you explore the needs of the position and prepare for the job-related knowledge well ahead of time.
Career tips from people on Data Scientist jobs
Analyzing data from multiple angles and searching for trends that could reveal problems or opportunities.
01/31/2022: Passaic, NJ
Data scientists lay a solid foundation to help perform all kinds of analysis.
01/31/2022: Champaign, IL
Data scientists are also expected to have stronger software engineering skills that data analysts.
02/19/2022: Springfield, OR
Business analysts are focused on reporting, just like data analysts.
02/04/2022: Jamestown, NY
A data scientist should understand the assumptions that need to be met for each statistical test.
03/04/2022: Hialeah, FL
Step 3: View the best colleges and universities for Data Scientist.
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