Data Scientist / ML
Innova Solutions is immediately hiring for Data Scientist & Machine Learning
Hybrid Role: 3 days Onsite 2 days Remote
Job Role: Data Scientist & Machine Learning
Job Location: Addison, TX
Job Duration: Long Term
Required Skills:
- Working experience with deploying model(s) into production. Have contributed significantly or have been a major part of a team which deployed an ML, NLP, GenAI model from start to finish into production. Be able to clearly describe the problem, the customer/user, requirements, data used, model dev, key model related considerations for putting the it into production (real life use).
- More of ML/NLP practitioner experience than academic or R&D knowledge.
- Have experience in working in a team lead role (even for a small team). Be able to taken an ML assignment and be able to run with it as a team lead. Experience in support tech manager in model development activities
Required Skills:
- 2 - 4 years of professional experience in NLP programming
- Experience with finetuning Large Language Models (LLMs) or writing language models from scratch.
- Demonstrated background in NLP and machine learning. Preference for degrees in computer science, information retrieval, statistics, applied math, or other quantitative field.
- Demonstrated track record of publication in peer reviewed journals and conferences
- Track-record of having developed novel algorithms
- Experience in deep learning - phonetics (valued)
- Experience in one or more of the following areas: entity/relation extraction, information extraction, summarization, semantics, document classification, ontology, question answering, and knowledge graph.
- Experience on modern deep learning approaches to NLP: word/paragraph embedding s, structured prediction, sentiment analysis, disambiguation
- Ability to consistently deliver results across shifting priorities and deadlines in fast paced environment
- Ability to work with a sense of urgency to meet critical deadlines
- Detail oriented with strong investigative and problem-solving skills
- Strong communication skills, both verbal and written
- Ability to proactively engage in a teamwork culture
Desired Skills:
- Advanced degree in Data Science with a focus in NLP valued
- Experience with BERT family of models, open source foundational LLMs such as LLAMA, Falcon, or Mistral.
- Ability to indirectly manage peer level associates who are part of problem-solving teams
- Background in teaching NLP algorithms to beginners and advanced Data Scientists
- Experience with large scale data analysis tools such as Spark, Hadoop
- Background in machine learning techniques
- NLP programming in R and or Python / Anaconda
- Background with moving large data sets across Hadoop, SQL, ORACLE
- Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)
- Must have ML/NLP algorithm implementation experience as well as the ability to create / modify standard algorithms (e.g. change objectives, work-out the math and implement)
- NLP programming in R and or Python / Anaconda
- Background with moving large data sets across Hadoop, SQL, ORACLE
- Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)
- Must have ML/NLP algorithm implementation experience as well as the ability to create / modify standard algorithms (e.g. change objectives, work-out the math and implement).
TOP Three: ETL and Production Support and Hadoop
Qualified candidates should APPLY NOW for immediate consideration! Please hit APPLY to provide the required information, and we will be back in touch as soon as possible.
Thank you!
We are currently interviewing to fill this and other similar positions. If this role is not a fit for you, we do offer a referral bonus program for referrals that we successfully place with our clients, subject to program guidelines. ASK ME HOW.
Thank you!
Harsha Kumari
Sr Associate Recruitment
PAY RANGE AND BENEFITS:
Pay Range*: $65/HR $70/HR.
*Pay range offered to a successful candidate will be based on several factors, including the candidate's education, work experience, work location, specific job duties, certifications, etc.
Benefits: Innova Solutions offers benefits( based on eligibility) that include the following: Medical & pharmacy coverage, Dental/vision insurance, 401(k), Health saving account (HSA) and Flexible spending account (FSA), Life Insurance, Pet Insurance, Short term and Long term Disability, Accident & Critical illness coverage, Pre-paid legal & ID theft protection, Sick time, and other types of paid leaves (as required by law), Employee Assistance Program (EAP).
ABOUT INNOVA SOLUTIONS: Founded in 1998 and headquartered in Atlanta, Georgia, Innova Solutions employs approximately 50,000 professionals worldwide and reports an annual revenue approaching $3 Billion. Through our global delivery centers across North America, Asia, and Europe, we deliver strategic technology and business transformation solutions to our clients, enabling them to operate as leaders within their fields.
Org recognitions are missing in the template.
Recent Recognitions:
- One of Largest IT Consulting Staffing firms in the USA Recognized as #4 by Staffing Industry Analysts (SIA 2022)
- ClearlyRated Client Diamond Award Winner (2020)
- One of the Largest Certified MBE Companies in the NMSDC Network (2022)
- Advanced Tier Services partner with AWS and Gold with MS
Website:
Innova Solutions is an Equal Opportunity Employer and prohibits any kind of unlawful discrimination and harassment. Innova Solutions is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment on the basis of race, color, religion or belief, national origin, citizenship, social or ethnic origin, sex, age, physical or mental disability, veteran status, marital status, domestic partner status, sexual orientation, or any other status protected by the statutes, rules, and regulations in the locations where it operates. If you are an individual with a disability and need a reasonable accommodation to assist with your job search or application for employment, please contact us at or . Please indicate the specifics of the assistance needed. Innova Solutions encourages all interested and qualified candidates to apply for employment opportunities. Innova Solutions (HireGenics/Volt) does not discriminate against applicants based on citizenship status, immigration status, or national origin, in accordance with 8 U.S.C. 1324b. The company will consider for employment qualified applicants with arrest and conviction records in a manner that complies with the San Francisco Fair Chance Ordinance, the Los Angeles Fair Chance Initiative for Hiring Ordinance, and other applicable laws.
Innova Solutions is immediately hiring for Data Scientist & Machine Learning
Hybrid Role: 3 days Onsite 2 days Remote
Job Role: Data Scientist & Machine Learning
Job Location: Addison, TX
Job Duration: Long Term
Required Skills:
- Working experience with deploying model(s) into production. Have contributed significantly or have been a major part of a team which deployed an ML, NLP, GenAI model from start to finish into production. Be able to clearly describe the problem, the customer/user, requirements, data used, model dev, key model related considerations for putting the it into production (real life use).
- More of ML/NLP practitioner experience than academic or R&D knowledge.
- Have experience in working in a team lead role (even for a small team). Be able to taken an ML assignment and be able to run with it as a team lead. Experience in support tech manager in model development activities
Required Skills:
- 2 - 4 years of professional experience in NLP programming
- Experience with finetuning Large Language Models (LLMs) or writing language models from scratch.
- Demonstrated background in NLP and machine learning. Preference for degrees in computer science, information retrieval, statistics, applied math, or other quantitative field.
- Demonstrated track record of publication in peer reviewed journals and conferences
- Track-record of having developed novel algorithms
- Experience in deep learning - phonetics (valued)
- Experience in one or more of the following areas: entity/relation extraction, information extraction, summarization, semantics, document classification, ontology, question answering, and knowledge graph.
- Experience on modern deep learning approaches to NLP: word/paragraph embedding s, structured prediction, sentiment analysis, disambiguation
- Ability to consistently deliver results across shifting priorities and deadlines in fast paced environment
- Ability to work with a sense of urgency to meet critical deadlines
- Detail oriented with strong investigative and problem-solving skills
- Strong communication skills, both verbal and written
- Ability to proactively engage in a teamwork culture
Desired Skills:
- Advanced degree in Data Science with a focus in NLP valued
- Experience with BERT family of models, open source foundational LLMs such as LLAMA, Falcon, or Mistral.
- Ability to indirectly manage peer level associates who are part of problem-solving teams
- Background in teaching NLP algorithms to beginners and advanced Data Scientists
- Experience with large scale data analysis tools such as Spark, Hadoop
- Background in machine learning techniques
- NLP programming in R and or Python / Anaconda
- Background with moving large data sets across Hadoop, SQL, ORACLE
- Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)
- Must have ML/NLP algorithm implementation experience as well as the ability to create / modify standard algorithms (e.g. change objectives, work-out the math and implement)
- NLP programming in R and or Python / Anaconda
- Background with moving large data sets across Hadoop, SQL, ORACLE
- Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)
- Must have ML/NLP algorithm implementation experience as well as the ability to create / modify standard algorithms (e.g. change objectives, work-out the math and implement).
TOP Three: ETL and Production Support and Hadoop
Qualified candidates should APPLY NOW for immediate consideration! Please hit APPLY to provide the required information, and we will be back in touch as soon as possible.
Thank you!
We are currently interviewing to fill this and other similar positions. If this role is not a fit for you, we do offer a referral bonus program for referrals that we successfully place with our clients, subject to program guidelines. ASK ME HOW.
Thank you!
Harsha Kumari
Sr Associate Recruitment
PAY RANGE AND BENEFITS:
Pay Range*: $65/HR $70/HR.
*Pay range offered to a successful candidate will be based on several factors, including the candidate's education, work experience, work location, specific job duties, certifications, etc.
Benefits: Innova Solutions offers benefits( based on eligibility) that include the following: Medical & pharmacy coverage, Dental/vision insurance, 401(k), Health saving account (HSA) and Flexible spending account (FSA), Life Insurance, Pet Insurance, Short term and Long term Disability, Accident & Critical illness coverage, Pre-paid legal & ID theft protection, Sick time, and other types of paid leaves (as required by law), Employee Assistance Program (EAP).
ABOUT INNOVA SOLUTIONS: Founded in 1998 and headquartered in Atlanta, Georgia, Innova Solutions employs approximately 50,000 professionals worldwide and reports an annual revenue approaching $3 Billion. Through our global delivery centers across North America, Asia, and Europe, we deliver strategic technology and business transformation solutions to our clients, enabling them to operate as leaders within their fields.
Org recognitions are missing in the template.
Recent Recognitions:
- One of Largest IT Consulting Staffing firms in the USA Recognized as #4 by Staffing Industry Analysts (SIA 2022)
- ClearlyRated Client Diamond Award Winner (2020)
- One of the Largest Certified MBE Companies in the NMSDC Network (2022)
- Advanced Tier Services partner with AWS and Gold with MS
Website:
Innova Solutions is an Equal Opportunity Employer and prohibits any kind of unlawful discrimination and harassment. Innova Solutions is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment on the basis of race, color, religion or belief, national origin, citizenship, social or ethnic origin, sex, age, physical or mental disability, veteran status, marital status, domestic partner status, sexual orientation, or any other status protected by the statutes, rules, and regulations in the locations where it operates. If you are an individual with a disability and need a reasonable accommodation to assist with your job search or application for employment, please contact us at or . Please indicate the specifics of the assistance needed. Innova Solutions encourages all interested and qualified candidates to apply for employment opportunities. Innova Solutions (HireGenics/Volt) does not discriminate against applicants based on citizenship status, immigration status, or national origin, in accordance with 8 U.S.C. 1324b. The company will consider for employment qualified applicants with arrest and conviction records in a manner that complies with the San Francisco Fair Chance Ordinance, the Los Angeles Fair Chance Initiative for Hiring Ordinance, and other applicable laws.