About InfiCare Technologies
Sourced by ZipRecruiter
Industry
Recruiting and staffing services
Company size
51 - 200 Employees
Headquarters location
Dulles, VA, US
Year founded
2001
Job description
Job Title: ML Software Engineer
Location : Jersey City, NJ
Duration : Contract
Required qualifications, capabilities, and skills
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field
- 10+ years of engineering experience, including 3-5+ years building, deploying, and operating applied AI/ML systems in production (model lifecycle, MLOps, monitoring, and governance).
- Demonstrate hands-on engineering leadership: setting technical direction, making architecture decisions, conducting design and code reviews, mentoring junior engineers, and guiding implementation quality across multiple workstreams
- Proficiency in programming languages like Python for model development, experimentation, and integration with OpenAI API.
- Experience with machine learning frameworks, libraries, and APIs, such as TensorFlow, PyTorch, Scikit-learn, and OpenAI API.
- Experience with cloud computing platforms (e.g., AWS, Azure, or Google Cloud Platform), containerization technologies (e.g., Docker and Kubernetes), and microservices design, implementation, and performance optimization.
- Solid understanding of fundamentals of statistics, machine learning (e.g., classification, regression, time series, deep learning, reinforcement learning), and generative model architectures, particularly GANs, VAEs.
- Ability to identify and address AI/ML/LLM/GenAI challenges, implement optimizations and fine-tune models for optimal performance in NLP applications.
- Strong collaboration skills to work effectively with cross-functional teams, communicate complex concepts, and contribute to interdisciplinary projects.
- A portfolio showcasing successful applications of generative models in NLP projects, including examples of utilizing OpenAI APIs for prompt engineering.
inficaretech.com
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Frequently asked questions
Q: What skills or qualities help someone succeed as a Software Engineer?
A: To succeed as a Software Engineer, key technical skills include proficiency in programming languages such as Java, Python, or C++, as well as expertise in software development methodologies like Agile and version control systems like Git. Additionally, strong problem-solving skills, attention to detail, and the ability to learn and adapt quickly are essential soft skills, along with effective communication and collaboration skills to work with cross-functional teams. These technical and soft skills enable Software Engineers to design, develop, and maintain high-quality software applications, driving career growth and effectiveness in the role.
Q: What is the career path for a Software Engineer?
A: A Software Engineer's typical career progression involves starting as a Junior Software Engineer, where they focus on coding and contributing to existing projects, then advancing to a Mid-Level Software Engineer role, where they take on more complex tasks, lead smaller projects, and mentor junior team members. As they gain experience, they can move into Senior Software Engineer positions, where they lead large-scale projects, architect software systems, and make technical decisions that impact the organization. With continued growth, Software Engineers can pursue leadership roles, such as Technical Lead or Engineering Manager, or transition into specialized areas like DevOps, Product Management, or Technical Consulting.
