Sr. Machine Learning Engineer
hace 6 días
**Job Qualifications**:- Master’s or Ph.D. degree in Computer Science, Operational research, Statistics, Applied mathematics, or in any other engineering discipline preferred.- 4+ years of experience with software engineering best practices in a team of 6+ engineers- 2+ years working within public cloud ecosystems (AWS, GCP, or Azure)**Technical Skills**:- Strong programming skills in Python.- Demonstrated expertise in designing & architecting cloud-based data pipelines / microservices- Experience working with databases, including data modeling and querying relational databases (PostgreSQL, MySQL), NoSQL databases, and columnar databases like BigQuery- Should have experience in feature engineering, hyper parameter tuning, model evaluation, etc.- Should have experience in using Pandas/Numpy/ScikitLearn, Pytorch, Tensorflow, Huggingface- Core concepts of modern NLP or Computer Vision modeling techniques- Familiarity with best practices in deep learning- Strong technical writing and oral english skills- Preferred Qualifications: _- Git and best practices in GitHub- Test and Behavior Driven Development- OS: Linux shell scripts- Experience with Google Cloud Platform- Experience with front-end and back-end technologies (React, Angular, Node.js) for developing integrated data access and visualization layers- High-level proficiency in Infrastructure-as-Code (IaC) tools, specifically Terraform- Strong knowledge of CI/CD pipelines and automation frameworks to enhance development workflows**Leadership Skills**:- Proven ability to build and lead high-performing engineering teams- Strong understanding of security best practices and principles- Experience implementing data governance frameworks and security measures- Excellent problem-solving and troubleshooting skills- Outstanding communication, collaboration, and presentation abilities- Demonstrated success delivering complex projects under aggressive timelines- Previous experience in manufacturing or automotive preferredFord Motor Company is an Equal Opportunity Employer, as we are committed with a diverse workforce, and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity and/or expression, status as a veteran and basis of disability.**Responsabilities**:- Analyze source data and data flows, working with structured and unstructured data (text, audio, images, video, etc.)- Manipulate high-volume, high-dimensionality data from varying sources to expose and highlight patterns, anomalies, relationships, and trends.- Analyze and visualize diverse sources of data, interpret results in a business context and report results clearly and concisely.- Fulfill problem formulation and ML technique consulting requests in a timely manner.- Communicate and present analytical models to business customers and executive management.- Work collaboratively with different business partners and be able to present results in a clear and concise manner.
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