Lead Machine Learning Engineer
Los Angeles, CA, United States
Company Description
Logic20/20 invests in being a "Best Company to Work For," where talented people come together to deliver exceptional solutions. We bring clarity, insights, and optimization to enterprise organizations spanning technology, telecommunications, utilities, healthcare, and more.
We thrive as One Team , built on values:
We Foster a Culture of We by prioritizing connection and collaboration.
We Drive toward Excellence by investing in professional growth and cultivating thought leadership.
We Act with Integrity by doing the right thing and bringing our best selves to the table.
To make it all possible, we've created programs, resources, and benefits that promote connection and help you evolve your career.
Job Description
Logic20/20 is seeking a Machine Learning Engineer to lead data science teams that are utilizing artificial intelligence and machine learning to predict and analyze computer vision or customer intent models. This is an exciting opportunity to make an impact by leveraging AI and ML techniques to create production-level systems through the application of machine learning models.
What you'll do:
Create frameworks to predict a variety of outcomes in different scenarios
Create models of customer satisfaction that provide detailed insight into what causes a customer to take different actions
Configure a multi-account MLOps environment
Collaborate with other data scientists and stakeholders on projects
Research and design statistical models to answer target questions, optimize processes and outcomes, and inform decision-making
Develop solutions in R or Python
Develop production-grade solutions
Work in Hadoop, Redshift, and Spark
Translate business and product questions into analytics projects
Communicate clearly over written and oral channels while translating complex methodologies and analytical results into high-level insights
Qualifications
Must have:
5+ years of experience in machine learning with a focus on MLOps
5+ years of strong experience and knowledge of Python or R, SQL
3+ years of strong, hands-on experience with Computer Vision
Experience leading data science/machine learning teams
Experience working with AWS Cloud, Amazon SageMaker
Strong experience with Terraform
Experience building and managing CI/CD pipelines
Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras, etc.
Experience working in an Agile environment
Knowledge of professional enterprise software development and practices including software lifecycle, best coding practices, version control, architecture, testing and deployment
Highly preferred:
Master's degree or PhD in machine learning, statistics, computer science, data mining, math, or any quantitative discipline
Consulting experience
Utilities experience with drone technology
Experience with AWS Rekognition
Experience with PyTorch and PySpark
Additional Information
All your information will be kept confidential according to EEO guidelines.
At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of $100,000 - $190,000 for this role. The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives.
About Logic20/20
To learn more about Logic20/20, please visit: https://www.logic2020.com/careers/life-at-logic
Core Values
At Logic20/20, we are guided by three core values: Drive toward Excellence, Act with Integrity & Foster a Culture of We. These values were generated and agreed upon by our employees-and they help us pursue our goal of being one of the best companies to work for and to work with. Learn more at https://www.logic2020.com/company/our-values.
Logic20/20 Benefits
Why Logic20/20? It's our goal to be one of the best companies to work for. One piece of the puzzle is an evolving set of benefits that extend past medical, dental, and 401(k).
You will have
PTO & Paid Holidays - Worry-free time off to recharge and pursue your personal goals
Community & Committees - As part of our "Culture of We," Logic20/20 invests in providing many social, interest, and learning opportunities
Referral Programs & Bonuses - Employee, project, and sales referral programs with paid incentives
Equal Opportunity Statement
We believe that people should be celebrated: for their talents, ideas, and skills, but most of all, for what makes them unique. We prohibit harassment and/or discrimination based on age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status, or any other basis as protected by federal, state, or local law.
To learn more about our DE&I initiatives, please visit: https://www.logic2020.com/company/diversity-equity-inclusion
Privacy Policy
During the recruitment and hiring process, we gather, process, and store some of your personal data. We consider data privacy a priority. For further information, please view our company privacy policy.
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