Job added in hotlist
Applied job
Contract job
90-day-old-job
part-time-job
Recruiter job
Employer job
Expanded search
Apply online not available
View more jobs in Los Angeles, CA
View more jobs in California

Job Details

Data Scientist - Machine Learning Engineer

Company name
International Business Machines Corp. (IBM Corporation)

Location
Los Angeles, CA

Apply for this job






4 hit(s)  

Profile

Job Description

We are in a data science renaissance.

Companies that embrace data science will lead and those who do not will fall behind.

To help IBM's clients lead, we are building an elite team of data science practitioners to help them learn how to succeed with data science. The team will include data engineers, machine learning engineers, operations research / optimization engineers and data journalists.

The team will engage directly in solving real-world data science problems in a wide array of industries around the globe with IBM clients and internally to IBM. The elite team of data scientist will work with other IBMers and client data science teams to solve problems in banking, insurance, health care, manufacturing, oil & gas and automotive industries, to name a few. We will teach the data scientists and sometimes people who desire to be data scientist to:

Key Responsibilities:

Identify a use case

Break that use case down into discrete MVPs (minimal viable product)

Work in code notebooks

Build & validate models

Deploy models via APIs into applications or workflows

Monitor & retrain models

Use code repositories to version and share code/notebooks

Visualize the output of their data story in a way that is consumable by all

Create Machine Learning pipelines and train models.

Build visual scenario comparison prototypes for before vs after KPI comparison, specifically for optimization-based decision-making applications

Communicate effectively with line-of-business end-users to discover pain points and use cases, lead project definitions, and convey the

business value of the project

Preferred Work Locations: New York and San Francisco

While working across all these industries, you will also get to travel the World as these engagements will require that the team spend several weeks at client sites working on data science problems with a diverse team.

As a member of the team you will have a T-shaped skill set, having a broad knowledge base in Data Science and Industry Solutions in general, but also in- depth expertise in Operations Research / Decision Optimization.

Required Technical and Professional Expertise

At least 3 years experience - in least one of the following: Python, R, Scala or Java. preference for Python

At least 2 years experience - ability to consume and deploy data via APIs

At least 2 years experience - applying supervised, unsupervised and semi-supervised learning techniques

At least 2 years experience - Probabilities and Statistics

At least 2 years experience - with Machine Learning pipelines - data ingestion, feature engineering, modeling including ensemble methods, predicting, explaining, deploying and diagnosing over fitting

At least 2 years experience - in model selection and sampling

Preferred Tech and Prof Experience

At least 4 years experience - programming skills in Python

At least 1 year experience - deep learning and neural nets

EO Statement

IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Company info

International Business Machines Corp. (IBM Corporation)
Website : http://www.ibm.com/

Company Profile
International Business Machines Corporation provides information technology (IT) products and services worldwide. The company’s Global Technology Services segment provides IT infrastructure and business process services, including outsourcing, process, integrated technology, cloud, and technology support. Its Global Business Services segment offers consulting solutions for strategy and transformation, application innovation, enterprise applications, and smarter analytics; and application management, maintenance, and support services. International Business Machines Corporation’s Software segment offers middleware and operating systems software, such as WebSphere software to integrate and manage business processes; and information management software for database and enterprise content management, information integration, data governance, data warehousing and analytics, business analytics and intelligence, and predictive analytics. This segment also provides Tivoli software for cloud and datacenter management, enterprise endpoint and mobile device management, asset and facilities management, storage management, and security systems; Rational software that supports software development; and Mobile Software for platform and application development, mobile security, and mobile device management. The company’s Systems and Technology segment provides computing power and storage solutions; and semiconductor technology, products, and packaging solutions. Its Global Financing segment provides lease and loan financing to end users; commercial financing to dealers and remarketers of IT products; and remanufacturing and remarketing services for equipment. The company was formerly known as Computing-Tabulating-Recording Co. and changed its name to International Business Machines Corporation in 1924. International Business Machines Corporation was founded in 1910 and is headquartered in Armonk, New York.

Similar Jobs:
Known for being a great place to work and build a career, KPMG provides audit, tax and advisory services for organizations in today's most important industries. Our growth is driven by delivering real results for our clients. It's...
OpenX seeks a Data Scientist / Senior Data Scientist to be responsible for executing critical R&D projects on a petabyte-scale dataset. Working in a highly collaborative environment, you will assist with design, prototyping, devel...
Senior Associate, Data Scientist
location Los Angeles, CA
Known for being a great place to work and build a career, KPMG provides audit, tax and advisory services for organizations in today's most important industries. Our growth is driven by delivering real results for our clients. It's...
I like the volume of jobs on EmploymentCrossing. The quality of jobs is also good. Plus, they get refreshed very often. Great work!
Roberto D - Seattle, WA
  • All we do is research jobs.
  • Our team of researchers, programmers, and analysts find you jobs from over 1,000 career pages and other sources
  • Our members get more interviews and jobs than people who use "public job boards"
Shoot for the moon. Even if you miss it, you will land among the stars.
ScientistCrossing - #1 Job Aggregation and Private Job-Opening Research Service — The Most Quality Jobs Anywhere
ScientistCrossing is the first job consolidation service in the employment industry to seek to include every job that exists in the world.
Copyright © 2018 ScientistCrossing - All rights reserved. 21