This is a remote position.
Job Role: Machine Learning Engineer
Synergy in Solutions and Success. SYMVOS, transforming businesses for a better tomorrow.
About us information: As a leading provider of business transformation services, SYMVOS is dedicated to driving innovation now to create a better tomorrow. Using cutting-edge digital technologies, we offer business solutions that assist our clients in solving problems and creating possibilities.
Overview: As a Machine Learning Engineer, you will be responsible for designing, implementing, and deploying machine learning models and systems that drive business goals and improve operational efficiencies. You will collaborate with cross-functional teams to understand business requirements, collect and preprocess data, and develop scalable machine learning solutions. This role requires expertise in machine learning algorithms, programming, and software engineering practices.
Key Responsibilities:
- Machine Learning Model Development:
- Design and develop machine learning models and algorithms to solve complex business problems.
- Implement state-of-the-art machine learning techniques and frameworks (e.g., TensorFlow, PyTorch) for training and evaluation.
- Data Collection and Preprocessing:
- Gather, clean, and preprocess large datasets to ensure data quality and suitability for modeling.
- Conduct exploratory data analysis (EDA) to understand data characteristics and patterns.
- Model Training and Evaluation:
- Build scalable pipelines for model training and evaluation using distributed computing frameworks (e.g., Spark).
- Evaluate model performance metrics and iteratively improve model accuracy and efficiency.
- Deployment and Integration:
- Deploy machine learning models into production environments and integrate them with existing systems and APIs.
- Implement monitoring and logging mechanisms to track model performance and health.
- Collaboration and Communication:
- Collaborate with data scientists, software engineers, and business stakeholders to understand requirements and align machine learning solutions with business objectives.
- Communicate technical concepts and solutions effectively to non-technical stakeholders.
- Continuous Learning and Improvement:
- Stay updated with advancements in machine learning algorithms, tools, and techniques.
- Experiment with new methodologies and technologies to enhance model performance and efficiency.
Skills and Qualifications:
- 5+ years of proven experience as a Machine Learning Engineer or in a similar role.
- Strong programming skills in languages such as Python, Java, or Scala.
- Experience with machine learning frameworks and libraries (e.g., scikit-learn, Keras, XGBoost).
- Proficiency in data manipulation and preprocessing techniques.
- Knowledge of distributed computing frameworks (e.g., Spark) and cloud platforms (e.g., AWS, Azure).
- Familiarity with software engineering practices (e.g., version control, testing, CI/CD pipelines).
- Excellent analytical and problem-solving skills.
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field (Master’s degree preferred).
- Relevant certifications (e.g., TensorFlow Developer Certificate) are a plus.
EEO Employer:
SYMVOS Corporation is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. SYMVOS Corporation will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law. If you have visited our website in search of information on employment opportunities or to apply for a position, and you require accommodation in using our website for a search or application, please contact info@symvos.com.
SYMVOS Corporation is a tech consulting firm that partners with Software Development, Artificial Intelligence, Data Analytics, and Cybersecurity clients. When you join SYMVOS, you become part of a team that values Excellence Through Quality.
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