03rd March, 2025
Specialty Development Senior #1017367
Job Description:
- This role will involve the development and maintenance of applications that can ingest data from multiple engineering systems in the backend and provide an AI/ML enabled web front end to provide predictive analytics, automation, and engineering insights.
Skills Required: - Database Management: Work with databases for data storage, retrieval, and management tailored to AI/ML needs.
- Strong experience with ETL processes (e.g., using tools like Apache Kafka, Talend, or custom scripts).
- Knowledge of various database systems (SQL, NoSQL like MongoDB, Cassandra).
- Experience with data warehousing concepts and tools (e.g. Google BigQuery). AI/ML Integration: Incorporate machine learning models into our applications to enhance functionality, including but not limited to natural language processing, image recognition, and predictive analytics.
- Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn for model development.
- Knowledge of chatbot development platforms like Dialogflow.
- Knowledge of frameworks like LangChain and Retrieval Augmented Generation (RAG).
- Full Stack Development: Design, develop, and maintain scalable and efficient web applications using modern frameworks (e.g., React, Angular for frontend; Node.js, Django for backend).
- Cloud Services: Proficiency in at least one major cloud platform (Google Cloud preferred) for data storage, processing, and hosting AI services.
- API Development: Develop RESTful APIs to ensure seamless integration between frontend, backend, and external services.
- DevOps: Basic understanding of CI/CD pipelines, containerization (Docker), and orchestration (Kubernetes).
- Performance Optimization: Continuously improve application performance through code refactoring, optimization of data pipelines, and tuning of machine learning models.
Skills Preferred: - Collaboration: Work closely with data scientists, product managers, and other developers to conceptualize and execute on project requirements.
- Testing and Deployment: Write unit and integration tests, manage CI/CD pipelines, and ensure smooth deployments to production environments.
- Documentation: Maintain clear documentation for systems, services, and models to support future maintenance and development.
Experience Required: - At least 5 years of experience in Data Engineering with a focus on full stack development.
- Proven experience in developing applications with integrated AI/ML features.
Education Required: - Bachelors/Masters degree in computer science, Information Technology, or related fields with a special focus on Data Engineering and AI/ML.
Education Preferred: - Certifications in AI/ML like Google's Professional Machine Learning Engineer are optional but beneficial.
Additional Info: At FastTek Global,
Our Purpose is
Our People and
Our Planet. We come to work each day and are reminded we are
helping people find their success stories. Also,
Doing the right thing is our mantra. We act responsibly, give back to the communities we serve and have a little fun along the way.
We have been doing this with pride, dedication and plain, old-fashioned hard work for
24 years!
FastTek Global is financially strong, privately held company that is
100% consultant and
client focused.
We've differentiated ourselves by being
fast, flexible, creative and
honest. Throw out everything you've heard, seen, or felt about every other IT Consulting company. We do unique things and we do them for Fortune 10, Fortune 500, and technology start-up companies.
Our benefits are second to none and thanks to our
flexible benefit options you can choose the benefits you need or want, options include:
- Medical and Dental (FastTek pays majority of the medical program)
- Vision
- Personal Time Off (PTO) Program
- Long Term Disability (100% paid)
- Life Insurance (100% paid)
- 401(k) with immediate vesting and 3% (of salary) dollar-for-dollar match
Plus, we have a lucrative employee referral program and an employee recognition culture.
FastTek Global was named one of the
Top Workplaces in Michigan by the Detroit Free Press in
2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021,
2022 and 2023! To view all of our open positions go to: https://www.fasttek.com/fastswitch/findwork
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