AI/ML Engineer, New Jersey

Software Guidance & Assistance, Inc., (SGA), is searching for an AI/ML Engineer for a right to hire assignment with one of our premier financial services clients in Jersey City, NJ, Boston, MA, or Mclean, VA.

Responsibilities :

We're seeking a passionate, hands-on AI/ML Engineer to join our dynamic Technology Research and Innovation team, where you'll play a pivotal role in spearheading AI initiatives and innovation. As an AI/ML Engineer, you will play a pivotal role in designing, developing, and deploying Artificial Intelligence systems that solve complex problems and drive our technological advancement.

Generative AI Application Development

Develop and implement AI solutions such as Retrieval-Augmented Generation (RAG) and Agentic AI Workflows using advanced techniques in prompt engineering and fine-tuning of Large Language Models (LLMs).

Conduct thorough evaluations of LLMs to ensure the models meet the desired performance criteria and are aligned with business goals.

Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows, enhancing overall efficiency and capabilities.

Model Development and Deployment

Design and develop machine learning models and algorithms to address business challenges and improve product features.

Deploy machine learning models in production environments to ensure scalability and efficiency.

Optimize and refine models based on performance metrics and feedback.

Data Management

Collect, clean, and preprocess data from various sources to create robust datasets for training and evaluation.

Implement data augmentation and feature engineering techniques to enhance model performance.

Maintain and manage data pipelines to ensure seamless data flow and integration.

Python API Development

Develop scalable APIs in python (fastApi, Apache, Gunicorn, Uvicorn) for model inferencing

Research and Innovation

Stay updated with the latest trends and advancements in AI and machine learning technologies.

Conduct research to explore new methodologies and techniques that can be applied to current and future projects.

Collaborate with cross-functional teams to drive innovation and implement cutting-edge solutions.

Collaboration and Communication

Work closely with software engineers, data scientists, and product managers to align AI/ML initiatives with business goals.

Communicate complex technical concepts and results to non-technical stakeholders in a clear and concise manner.

Provide mentorship and guidance to junior team members and contribute to the upskilling of the team.

Required Skills:

Bachelor's or Master's degree in computer science, Statistics, Data Science, or a related field.

6+ years of experience in Machine Learning and Data Science.

Strong programming skills in Python

Experience working with large datasets and performing data analysis.

Experience with Machine Learning, Data Visualization, and Generative AI libraries and frameworks (e.g., Pandas, NumPy, Matplotlib, Seaborn, TensorFlow, PyTorch, scikit-learn, LangChain).

Experience in Prompt Engineering, LLM Fine Tuning, and evaluation techniques

Proven experience in developing and deploying machine learning models in a production environment.

Strong understanding of Generative AI, Retrieval Augmented Generation, Agentic AI Workflow, Statistical methods, data structures, and algorithms.

Experience with AWS Sage Maker, Bedrock, and AWS cloud platform for deploying AI solutions.

Experience in building Asynchronous Python APIs for model inferencing.

Experience with data visualization tools such as Matplotlib, Seaborn, or Tableau.

Excellent communication and collaboration skills.

Strong problem-solving skills and analytical thinking

Passion for learning and staying up-to-date with the latest advancements in AI field

Preferred Skills:

Experience with Snowflake Data Pipelines (stream, task, UDF) and Cortex features is a plus

Previous experience in a similar role or industry is preferred.

SGA is a technology and resource solutions provider driven to stand out. We are a women-owned business. Our mission: to solve big IT problems with a more personal, boutique approach. Each year, we match consultants like you to more than 1,000 engagements. When we say let's work better together, we mean it. You'll join a diverse team built on these core values: customer service, employee development, and quality and integrity in everything we do. Be yourself, love what you do and find your passion at work. Please find us at .

SGA is an Equal Opportunity Employer and does not discriminate on the basis of Race, Color, Sex, Sexual Orientation, Gender Identity, Religion, National Origin, Disability, Veteran Status, Age, Marital Status, Pregnancy, Genetic Information, or Other Legally Protected Status. We are committed to providing access, equal opportunity, and reasonable accommodation for individuals with disabilities in employment, and our services, programs, and activities. Please visit our company to request an accommodation or assistance regarding our policy.