What are the responsibilities and job description for the Machine Learning Engineer position at Pi-Square Technologies LLC?
Job Description : Responsibilities :
1. Machine Learning Model Development :
o Design, develop, and deploy machine learning models and pipelines for various business applications.
o Ensure the models are scalable and integrate well with existing systems.
o Optimize machine learning algorithms to work within real-world constraints.
2. Data Handling and Processing :
o Collaborate with data engineers and scientists to explore and prepare data for modeling.
o Enhance data collection procedures to include information that is relevant for building analytic systems.
o Process, clean, and verify the integrity of data used for analysis.
3. Testing and Performance Tuning :
o Evaluate model effectiveness through testing and validation.
o Continuously improve models based on results and business feedback.
o Implement best practices to maintain accuracy and reliability of models.
4. Collaboration and Implementation :
o Work closely with software engineers to integrate machine learning models into larger systems.
o Collaborate with product teams and business stakeholders to understand their needs and provide AI-driven solutions.
5. Research and Development :
o Stay updated with the latest machine learning techniques and approaches.
o Conduct research to innovate and implement new ML techniques and frameworks.
o Document machine learning processes, models, and programs.
Skills and Qualifications :
Education : Bachelor's or master's degree in Computer Science, Machine Learning, AI, or related fields.
Technical Skills :
o Proficiency in programming languages such as Python, Java, or Scala.
o Strong experience with ML libraries and frameworks (e.g., TensorFlow, Keras, PyTorch, Scikit-learn).
o Familiarity with big data technologies (e.g., Hadoop, Spark).
o Experience with data structures, data modeling, and software architecture.
Analytical Skills : Strong problem-solving skills with a focus on complex data analysis and machine learning solutions.
Communication Skills : Excellent interpersonal and communication skills to effectively collaborate with diverse teams.
Adaptability : Ability to adapt to new challenges in a fast-paced environment.
Experience :
Proven experience as a Machine Learning Engineer or similar role.
Hands-on experience in machine learning algorithms and model development.
Work Environment :
Typically situated in a tech-forward office environment, with potential remote work options.
Collaborative atmosphere with frequent interactions with data teams and business units.
Requires managing multiple projects and meeting tight deadlines.
Pi-square technologies is a Michigan (USA) Headquartered Automotive Embedded Engineering Services company, Synergy Partner for major OEMs and Tier 1s and their implementation partners in Automotive Embedded Product Development, Projects, Requirements Analysis, Software Design, Software Implementation, Efficient Build, Release Process, and turnkey software V & V Services. We have more than 20 years of industry expertise with specialization in the latest cutting-edge automotive technologies such as Infotainment, connected vehicles, Cyber security, OTA, and Advanced Safety / Body electronics.
