Qualifications
Bachelor's degree or an equivalent mix of education and experience. Proven experience in manipulating and analyzing large datasets (multi-billion records). Practical knowledge in developing data-driven solutions utilizing Python, Scala, or similar programming languages. Expertise in SQL, Spark, NoSQL, and/or cloud data processing frameworks in a production environment. Familiarity with containerization technologies (e.g., Docker) and microservices architecture. Experience with data warehousing tools/environments such as Snowflake, Databricks, Azure SQL, and Amazon RDS. Ability to translate cross-industry business requirements into data-driven solutions. Demonstrated experience applying analytical methodologies in various business sectors, including customer analytics, marketing, finance, and digital channels. Hands-on experience in deploying production-scale machine learning systems across domains such as personalization and natural language processing.
About the job
As a Machine Learning Engineer at CapTech Consulting, you will play a pivotal role in crafting and executing data-driven solutions tailored for our clients. Your expertise will be key in developing and deploying scalable machine learning systems within enterprise environments. We foster a collaborative atmosphere where you will have numerous opportunities to learn from and exchange insights with fellow analysts, architects, and our clients.
Your key responsibilities include:
- Collaborating with clients, data scientists, engineers, and cross-functional teams to design and implement comprehensive machine learning solutions that address business challenges.
- Translating client requirements into effective data-driven processes, models, and analytical metrics.
- Working with extensive datasets across various enterprise data platforms, including AWS, Azure, and GCP.
- Creating, developing, and deploying sophisticated analytical solutions using client data, such as recommender systems, natural language processing, and risk assessment frameworks.
- Optimizing and scaling machine learning systems to meet specific client demands.
- Enhancing CapTech’s Machine Learning and Data Science practices by delivering impactful client presentations, drafting proposals, participating in business development initiatives, and mentoring junior data scientists and engineers.
About CapTech Consulting
CapTech Consulting is a distinguished consulting firm dedicated to partnering with clients to unlock possibilities through the transformative power of technology. Our passion for our work and the outcomes we deliver for clients drive us forward. Founded on the principles of fostering strong, enduring relationships, we proudly collaborate with a diverse range of clients, including Fortune 100 companies, mid-sized businesses, and government agencies across the nation.