job summary :
Location : Westlake Texas or Merrimack NH
Required Skills : - Design, develop, and research Machine Learning systems. - Programming skills in Python and / or R - Knowledge of cloud platforms - AWS (RDS, EC2, S3, IAM, EMR, EKS, Glue, Lambda) - Knowledge of streaming technologies (Apache Kafka, Spark, Flink, and AWS Kinesis)
responsibilities :
The Expertise and Skills we're Looking For
- Master's or Bachelor's Degree in computer science or mathematics.
- Collaborate with data engineering and data science teams to research, build and improve efficient AI solutions.
- Design, develop, and research Machine Learning systems.
- Design and develop complex data integration for ML models
- Select appropriate data sets before performing data collection and data modeling
- Advanced data manipulation languages and frameworks (Python / Pandas, Java, SQL)
- Good programming skills in python
- Enriching existing ML frameworks and libraries
- Knowledge of streaming technologies (Apache Kafka, Spark, Flink, and AWS Kinesis)
- Knowledge of cloud platforms - AWS (RDS, EC2, S3, IAM, EMR, EKS, Glue, Lambda)
- Knowledge of Machine Learning platforms (SageMaker, etc.)
- Proven ability of working with unstructured data sources
- Identifying differences in data distribution that could affect model performance in real-world situations
- Verifying data quality and data cleansing.
- Knowledge of data modeling techniques
- Knowledge of cloud security integration design protocols (AWS, AZURE)
- Experience with distributed large-scale data processing (preferably Apache Spark).
- Basic understanding of Machine Learning projects lifecycle.
- Experience with scaling and deploying Machine Learning models.
- Ability to work in an Agile team structure.
- Ability to gather customer requirements and make design decisions
- Ability to lead and mentor the data team
- Ability to multi-task across multiple projects within different contexts in a fast-paced environment
- Excellent communication and presentation skills
qualifications :
- Experience level : Experienced
- Minimum 5 years of experience
- Education : Bachelors
skills :
- Machine Learning
Principal Machine Learning Engineer
Design, develop, and research Machine Learning systems. Design, develop, and research Machine Learning systems. Knowledge of Machine Learning platforms (SageMaker, etc. Basic understanding of Machine Learning projects lifecycle. ...
Staff Machine Learning Engineer
Learning - Participates in learning activities around modern software design, machine learning, and development core practices (communities of practice); Proactively views articles, tutorials, and videos to learn about new technologies and best practices being used within other technology organizati...
Instacart: Staff Machine Learning Engineer - Remote
About the Role:**As a Staff Machine Learning Engineer, you will utilize your extensive technical knowledge to address and solve critical, complex issues in our marketplace systems. You will apply machine learning to create and optimize solutions in impactful areas such as routing optimization, prici...
Reinsurance Business Analyst
Develops creative ideas and solutions to real time business problems and/or business opportunities; takes reasonable, calculated risks even if failure is possible. Consistently delivers superior customer service to both internal and external business partners. ...
Business Analyst III
JobPosting","title":"Business Analyst III","datePosted":"2024-08-30T00:00:00","validThrough":null,"description":"How You'll Make a Difference\nYou will use your extensive knowledge of and vast experience with business analysis principles, practices, concepts, and theories. What You'll Bring to the R...
Principal Data Analyst
DE creating Entity-Relational (ER) Data Models and Data Warehouse (DW) Data Models- conceptual models (to be presented to information architects), logical models (for business stakeholders), and physical data models (to be implemented in databases); proposing, designing, and implementing ER entity r...
(Remote) Java Software Developer
As a Java Software Developer, you will play a critical role in the design, development, and support of software solutions for our clients. Collaborate with a team of software developers, software quality analysts, and user experience designers. We are currently seeking an experienced and passionate ...
MDM Data Steward/Jr. Business Analyst
Business Analyst is responsible for supporting and providing Master Data Management business analyst support activities and executing functions that primarily relate to the management of our party (client and producer) data. Business Analyst role will be an ideal opportunity to develop your experien...
Business Analyst
Systems Development Business Analyst experience, ideally working in an Agile Scrum environment, with demonstrable ability to work across multiple multi-functional teams. Liaison between the business and the IT. Solid understanding of the client business with work experience in health care and/or ben...
Senior Data Engineer
Bachelor’s degree (or foreign education equivalent) in Computer Science, Computer Information Systems, Computer Information Systems and Information Technology, Engineering, Information Technology, Mathematics, Physics or a closely related field and three (3) years of experience as a Senior Data Engi...